2025-09-07T06:58:40.5136118Z Current runner version: '2.328.0' 2025-09-07T06:58:40.5141814Z Runner name: 'i-06116ae80d9b8dd1f' 2025-09-07T06:58:40.5142613Z Runner group name: 'Default' 2025-09-07T06:58:40.5143545Z Machine name: 'ip-10-1-37-62' 2025-09-07T06:58:40.5146124Z ##[group]GITHUB_TOKEN Permissions 2025-09-07T06:58:40.5148368Z Contents: read 2025-09-07T06:58:40.5148834Z Metadata: read 2025-09-07T06:58:40.5149452Z ##[endgroup] 2025-09-07T06:58:40.5151302Z Secret source: Actions 2025-09-07T06:58:40.5152225Z Prepare workflow directory 2025-09-07T06:58:40.5617003Z Prepare all required actions 2025-09-07T06:58:40.5650453Z Getting action download info 2025-09-07T06:58:40.8683987Z Download action repository 'pytorch/test-infra@main' (SHA:548a4bc624d43a01cdf165a63b041f0ae014ddbd) 2025-09-07T06:58:43.1078875Z Download action repository 'pytorch/pytorch@main' (SHA:93fb23d6fae7c4e82c4239a1033e522088742634) 2025-09-07T06:58:58.4692328Z Download action repository 'actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065' (SHA:a26af69be951a213d495a4c3e4e4022e16d87065) 2025-09-07T06:58:58.7988978Z Download action repository 'aws-actions/configure-aws-credentials@ececac1a45f3b08a01d2dd070d28d111c5fe6722' (SHA:ececac1a45f3b08a01d2dd070d28d111c5fe6722) 2025-09-07T06:58:59.0157711Z Download action repository 'aws-actions/amazon-ecr-login@062b18b96a7aff071d4dc91bc00c4c1a7945b076' (SHA:062b18b96a7aff071d4dc91bc00c4c1a7945b076) 2025-09-07T06:58:59.1721038Z Download action repository 'seemethere/upload-artifact-s3@baba72d0712b404f646cebe0730933554ebce96a' (SHA:baba72d0712b404f646cebe0730933554ebce96a) 2025-09-07T06:58:59.4996442Z Getting action download info 2025-09-07T06:58:59.6125224Z Download action repository 'actions/checkout@v4' (SHA:08eba0b27e820071cde6df949e0beb9ba4906955) 2025-09-07T06:58:59.8456678Z Getting action download info 2025-09-07T06:58:59.9555297Z Download action repository 'nick-fields/retry@v3.0.0' (SHA:7152eba30c6575329ac0576536151aca5a72780e) 2025-09-07T06:59:00.2031359Z Getting action download info 2025-09-07T06:59:00.3153755Z Download action repository 'nick-fields/retry@3e91a01664abd3c5cd539100d10d33b9c5b68482' (SHA:3e91a01664abd3c5cd539100d10d33b9c5b68482) 2025-09-07T06:59:00.5426342Z Getting action download info 2025-09-07T06:59:00.6667071Z Uses: pytorch/pytorch/.github/workflows/_linux-test.yml@refs/heads/main (93fb23d6fae7c4e82c4239a1033e522088742634) 2025-09-07T06:59:00.6670748Z ##[group] Inputs 2025-09-07T06:59:00.6671073Z build-environment: linux-jammy-cuda12.8-py3.10-gcc11 2025-09-07T06:59:00.6673522Z test-matrix: {"include": [{"config": "default", "shard": 1, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu"}, {"config": "default", "shard": 2, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu"}, {"config": "default", "shard": 3, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu"}, {"config": "default", "shard": 4, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu"}, {"config": "default", "shard": 5, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu"}, {"config": "distributed", "shard": 1, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu"}, {"config": "distributed", "shard": 2, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu"}, {"config": "distributed", "shard": 3, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu"}, {"config": "pr_time_benchmarks", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu"}]} 2025-09-07T06:59:00.6676228Z docker-image: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-ae53c6842aa4c2407d0ad976491ca941c2635c77 2025-09-07T06:59:00.6676836Z sync-tag: 2025-09-07T06:59:00.6677499Z timeout-minutes: 360 2025-09-07T06:59:00.6677714Z use-gha: 2025-09-07T06:59:00.6677889Z dashboard-tag: 2025-09-07T06:59:00.6678085Z s3-bucket: gha-artifacts 2025-09-07T06:59:00.6678292Z aws-role-to-assume: 2025-09-07T06:59:00.6679025Z disable-monitor: false 2025-09-07T06:59:00.6679445Z monitor-log-interval: 5 2025-09-07T06:59:00.6679675Z monitor-data-collect-interval: 1 2025-09-07T06:59:00.6679918Z ##[endgroup] 2025-09-07T06:59:00.6680325Z Complete job name: linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 4, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu) 2025-09-07T06:59:00.7202624Z A job started hook has been configured by the self-hosted runner administrator 2025-09-07T06:59:00.7298634Z ##[group]Run '/home/ec2-user/runner-scripts/before_job.sh' 2025-09-07T06:59:00.7307580Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T06:59:00.7308112Z ##[endgroup] 2025-09-07T06:59:01.9386292Z Runner Type: lf.linux.g6.4xlarge.experimental.nvidia.gpu 2025-09-07T06:59:01.9386795Z Instance Type: g6.4xlarge 2025-09-07T06:59:01.9387021Z AMI Name: unknown 2025-09-07T06:59:01.9417800Z AMI ID: ami-05ffe3c48a9991133 2025-09-07T06:59:06.5350454Z ##[group]Run pytorch/test-infra/.github/actions/setup-ssh@main 2025-09-07T06:59:06.5350814Z with: 2025-09-07T06:59:06.5351307Z github-secret: *** 2025-09-07T06:59:06.5351867Z instructions: All testing is done inside the container, to start an interactive session run: docker exec -it $(docker container ps --format '{{.ID}}') bash 2025-09-07T06:59:06.5352413Z activate-with-label: false 2025-09-07T06:59:06.5352616Z label: with-ssh 2025-09-07T06:59:06.5352805Z remove-existing-keys: true 2025-09-07T06:59:06.5352999Z fail-silently: true 2025-09-07T06:59:06.5353218Z env: 2025-09-07T06:59:06.5353376Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:59:06.5353568Z ##[endgroup] 2025-09-07T06:59:06.6391988Z Please see https://github.com/pytorch/pytorch/wiki/Debugging-using-with-ssh-for-Github-Actions for more info. 2025-09-07T06:59:06.6393532Z Not on pull request and ciflow reference could not be extracted, skipping adding ssh keys 2025-09-07T06:59:06.6536534Z ##[group]Run pytorch/pytorch/.github/actions/checkout-pytorch@main 2025-09-07T06:59:06.6536896Z with: 2025-09-07T06:59:06.6537061Z no-sudo: true 2025-09-07T06:59:06.6537251Z submodules: recursive 2025-09-07T06:59:06.6537475Z fetch-depth: 0 2025-09-07T06:59:06.6537639Z env: 2025-09-07T06:59:06.6537793Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:59:06.6537989Z ##[endgroup] 2025-09-07T06:59:06.6613814Z ##[group]Run echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-09-07T06:59:06.6614552Z echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-09-07T06:59:06.6624691Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T06:59:06.6624990Z env: 2025-09-07T06:59:06.6625174Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:59:06.6625404Z ##[endgroup] 2025-09-07T06:59:06.6713168Z ##[group]Run # Use all available CPUs for fetching 2025-09-07T06:59:06.6713490Z # Use all available CPUs for fetching 2025-09-07T06:59:06.6713758Z cd "${GITHUB_WORKSPACE}" 2025-09-07T06:59:06.6714013Z git config --global fetch.parallel 0 2025-09-07T06:59:06.6714305Z git config --global submodule.fetchJobs 0 2025-09-07T06:59:06.6714541Z  2025-09-07T06:59:06.6714877Z # Clean workspace. The default checkout action should also do this, but 2025-09-07T06:59:06.6715239Z # do it here as well just in case 2025-09-07T06:59:06.6715481Z if [[ -d .git ]]; then 2025-09-07T06:59:06.6715705Z  if [ -z "${NO_SUDO}" ]; then 2025-09-07T06:59:06.6715925Z  sudo git clean -ffdx 2025-09-07T06:59:06.6716136Z  else 2025-09-07T06:59:06.6716315Z  git clean -ffdx 2025-09-07T06:59:06.6716505Z  fi 2025-09-07T06:59:06.6716656Z fi 2025-09-07T06:59:06.6722754Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T06:59:06.6723048Z env: 2025-09-07T06:59:06.6723211Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:59:06.6723398Z NO_SUDO: true 2025-09-07T06:59:06.6723558Z ##[endgroup] 2025-09-07T06:59:06.6837279Z ##[group]Run actions/checkout@v4 2025-09-07T06:59:06.6837707Z with: 2025-09-07T06:59:06.6837902Z ref: 93fb23d6fae7c4e82c4239a1033e522088742634 2025-09-07T06:59:06.6838151Z fetch-depth: 0 2025-09-07T06:59:06.6838337Z submodules: recursive 2025-09-07T06:59:06.6838532Z show-progress: false 2025-09-07T06:59:06.6838729Z repository: pytorch/pytorch 2025-09-07T06:59:06.6839026Z token: *** 2025-09-07T06:59:06.6839197Z ssh-strict: true 2025-09-07T06:59:06.6839366Z ssh-user: git 2025-09-07T06:59:06.6839548Z persist-credentials: true 2025-09-07T06:59:06.6839738Z clean: true 2025-09-07T06:59:06.6839917Z sparse-checkout-cone-mode: true 2025-09-07T06:59:06.6840133Z fetch-tags: false 2025-09-07T06:59:06.6840310Z lfs: false 2025-09-07T06:59:06.6840474Z set-safe-directory: true 2025-09-07T06:59:06.6840670Z env: 2025-09-07T06:59:06.6840824Z GIT_DEFAULT_BRANCH: main 2025-09-07T06:59:06.6841009Z ##[endgroup] 2025-09-07T06:59:06.7833677Z Syncing repository: pytorch/pytorch 2025-09-07T06:59:06.7834847Z ##[group]Getting Git version info 2025-09-07T06:59:06.7835273Z Working directory is '/home/ec2-user/actions-runner/_work/pytorch/pytorch' 2025-09-07T06:59:06.7835804Z [command]/usr/bin/git version 2025-09-07T06:59:06.7836024Z git version 2.47.1 2025-09-07T06:59:06.7846344Z ##[endgroup] 2025-09-07T06:59:06.7855151Z Copying '/home/ec2-user/.gitconfig' to '/home/ec2-user/actions-runner/_work/_temp/f2b2af44-0cba-4018-a62c-6416b8306a03/.gitconfig' 2025-09-07T06:59:06.7873812Z Temporarily overriding HOME='/home/ec2-user/actions-runner/_work/_temp/f2b2af44-0cba-4018-a62c-6416b8306a03' before making global git config changes 2025-09-07T06:59:06.7874714Z Adding repository directory to the temporary git global config as a safe directory 2025-09-07T06:59:06.7884352Z [command]/usr/bin/git config --global --add safe.directory /home/ec2-user/actions-runner/_work/pytorch/pytorch 2025-09-07T06:59:06.7915303Z Deleting the contents of '/home/ec2-user/actions-runner/_work/pytorch/pytorch' 2025-09-07T06:59:06.7917880Z ##[group]Initializing the repository 2025-09-07T06:59:06.7921467Z [command]/usr/bin/git init /home/ec2-user/actions-runner/_work/pytorch/pytorch 2025-09-07T06:59:06.7957240Z hint: Using 'master' as the name for the initial branch. This default branch name 2025-09-07T06:59:06.7957773Z hint: is subject to change. To configure the initial branch name to use in all 2025-09-07T06:59:06.7958276Z hint: of your new repositories, which will suppress this warning, call: 2025-09-07T06:59:06.7958645Z hint: 2025-09-07T06:59:06.7958935Z hint: git config --global init.defaultBranch 2025-09-07T06:59:06.7959250Z hint: 2025-09-07T06:59:06.7959549Z hint: Names commonly chosen instead of 'master' are 'main', 'trunk' and 2025-09-07T06:59:06.7960050Z hint: 'development'. The just-created branch can be renamed via this command: 2025-09-07T06:59:06.7960442Z hint: 2025-09-07T06:59:06.7960649Z hint: git branch -m 2025-09-07T06:59:06.7961106Z Initialized empty Git repository in /home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/ 2025-09-07T06:59:06.7968733Z [command]/usr/bin/git remote add origin https://github.com/pytorch/pytorch 2025-09-07T06:59:06.7994861Z ##[endgroup] 2025-09-07T06:59:06.7995240Z ##[group]Disabling automatic garbage collection 2025-09-07T06:59:06.7998605Z [command]/usr/bin/git config --local gc.auto 0 2025-09-07T06:59:06.8023562Z ##[endgroup] 2025-09-07T06:59:06.8023888Z ##[group]Setting up auth 2025-09-07T06:59:06.8029758Z [command]/usr/bin/git config --local --name-only --get-regexp core\.sshCommand 2025-09-07T06:59:06.8056410Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'core\.sshCommand' && git config --local --unset-all 'core.sshCommand' || :" 2025-09-07T06:59:06.8363867Z [command]/usr/bin/git config --local --name-only --get-regexp http\.https\:\/\/github\.com\/\.extraheader 2025-09-07T06:59:06.8389281Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'http\.https\:\/\/github\.com\/\.extraheader' && git config --local --unset-all 'http.https://github.com/.extraheader' || :" 2025-09-07T06:59:06.8671109Z [command]/usr/bin/git config --local http.https://github.com/.extraheader AUTHORIZATION: basic *** 2025-09-07T06:59:06.8716900Z ##[endgroup] 2025-09-07T06:59:06.8717560Z ##[group]Fetching the repository 2025-09-07T06:59:06.8738114Z [command]/usr/bin/git -c protocol.version=2 fetch --prune --no-recurse-submodules origin +refs/heads/*:refs/remotes/origin/* +refs/tags/*:refs/tags/* 2025-09-07T06:59:46.7712166Z From https://github.com/pytorch/pytorch 2025-09-07T06:59:46.7712668Z * [new branch] 160583 -> origin/160583 2025-09-07T06:59:46.7713463Z * [new branch] 2.6.0.dev20241004+ -> origin/2.6.0.dev20241004+ 2025-09-07T06:59:46.7714040Z * [new branch] 5addvllmbuild -> origin/5addvllmbuild 2025-09-07T06:59:46.7714587Z * [new branch] AaronWang04_addmmfusion_perftest -> origin/AaronWang04_addmmfusion_perftest 2025-09-07T06:59:46.7715695Z * [new branch] HDCharles-2.6.0-release-notes -> origin/HDCharles-2.6.0-release-notes 2025-09-07T06:59:46.7717337Z * [new branch] ISSUE-154849 -> origin/ISSUE-154849 2025-09-07T06:59:46.7719684Z * [new branch] JackCaoG/dynamo_make_fx_non_core_aten_ops -> origin/JackCaoG/dynamo_make_fx_non_core_aten_ops 2025-09-07T06:59:46.7721540Z * [new branch] NicoshevSVE128 -> origin/NicoshevSVE128 2025-09-07T06:59:46.7723177Z * [new branch] PR-AOTInductorNoneBug -> origin/PR-AOTInductorNoneBug 2025-09-07T06:59:46.7724745Z * [new branch] PR-AOTInductorNoneBugFix -> origin/PR-AOTInductorNoneBugFix 2025-09-07T06:59:46.7726645Z * [new branch] PR-FixConfigsIssue -> origin/PR-FixConfigsIssue 2025-09-07T06:59:46.7727914Z * [new branch] PR-NoneBugFix-viable -> origin/PR-NoneBugFix-viable 2025-09-07T06:59:46.7729488Z * [new branch] PR-ResetToZero -> origin/PR-ResetToZero 2025-09-07T06:59:46.7731107Z * [new branch] Update-Flash-Packaging -> origin/Update-Flash-Packaging 2025-09-07T06:59:46.7732570Z * [new branch] VLA_exp -> origin/VLA_exp 2025-09-07T06:59:46.7734395Z * [new branch] actually-run-mps-aot-inductor -> origin/actually-run-mps-aot-inductor 2025-09-07T06:59:46.7736256Z * [new branch] add-missing-args-normalization -> origin/add-missing-args-normalization 2025-09-07T06:59:46.7737698Z * [new branch] add-user-guide-structure -> origin/add-user-guide-structure 2025-09-07T06:59:46.7739384Z * [new branch] add-vllm-nightly-build -> origin/add-vllm-nightly-build 2025-09-07T06:59:46.7740864Z * [new branch] add_compile_benchmarking -> origin/add_compile_benchmarking 2025-09-07T06:59:46.7742322Z * [new branch] addmm-heuristic -> origin/addmm-heuristic 2025-09-07T06:59:46.7743845Z * [new branch] addsimde -> origin/addsimde 2025-09-07T06:59:46.7745417Z * [new branch] addvllmtest -> origin/addvllmtest 2025-09-07T06:59:46.7747549Z * [new branch] adi/acl_upgrade -> origin/adi/acl_upgrade 2025-09-07T06:59:46.7749035Z * [new branch] adi/test -> origin/adi/test 2025-09-07T06:59:46.7750544Z * [new branch] adi/test_bgemm -> origin/adi/test_bgemm 2025-09-07T06:59:46.7751975Z * [new branch] adi/test_fusions -> origin/adi/test_fusions 2025-09-07T06:59:46.7753395Z * [new branch] adi/test_onednn_v3.9 -> origin/adi/test_onednn_v3.9 2025-09-07T06:59:46.7755508Z * [new branch] adi/test_presve_change -> origin/adi/test_presve_change 2025-09-07T06:59:46.7756299Z * [new branch] adi/test_timm -> origin/adi/test_timm 2025-09-07T06:59:46.7758282Z * [new branch] adi/testpresve_change -> origin/adi/testpresve_change 2025-09-07T06:59:46.7760876Z * [new branch] aditew01/test/vec_bf16 -> origin/aditew01/test/vec_bf16 2025-09-07T06:59:46.7762391Z * [new branch] ah-globalfeedback-hook -> origin/ah-globalfeedback-hook 2025-09-07T06:59:46.7763919Z * [new branch] alt-disable -> origin/alt-disable 2025-09-07T06:59:46.7766132Z * [new branch] angelayi/aoti_additional_files -> origin/angelayi/aoti_additional_files 2025-09-07T06:59:46.7767733Z * [new branch] angelayi/aoti_inductor_fx -> origin/angelayi/aoti_inductor_fx 2025-09-07T06:59:46.7769176Z * [new branch] angelayi/benchmark -> origin/angelayi/benchmark 2025-09-07T06:59:46.7770828Z * [new branch] angelayi/benchmark2 -> origin/angelayi/benchmark2 2025-09-07T06:59:46.7772379Z * [new branch] angelayi/change_pytree_serialization -> origin/angelayi/change_pytree_serialization 2025-09-07T06:59:46.7773765Z * [new branch] angelayi/cpp_loader -> origin/angelayi/cpp_loader 2025-09-07T06:59:46.7775699Z * [new branch] angelayi/custom_op_subgraph -> origin/angelayi/custom_op_subgraph 2025-09-07T06:59:46.7777492Z * [new branch] angelayi/customop -> origin/angelayi/customop 2025-09-07T06:59:46.7779493Z * [new branch] angelayi/fake_cache_empty -> origin/angelayi/fake_cache_empty 2025-09-07T06:59:46.7781082Z * [new branch] angelayi/is_symbolic_tracing -> origin/angelayi/is_symbolic_tracing 2025-09-07T06:59:46.7782880Z * [new branch] angelayi/item -> origin/angelayi/item 2025-09-07T06:59:46.7784368Z * [new branch] angelayi/no_so_weight -> origin/angelayi/no_so_weight 2025-09-07T06:59:46.7785731Z * [new branch] angelayi/opoverload -> origin/angelayi/opoverload 2025-09-07T06:59:46.7787263Z * [new branch] angelayi/pattern -> origin/angelayi/pattern 2025-09-07T06:59:46.7788788Z * [new branch] angelayi/pytree -> origin/angelayi/pytree 2025-09-07T06:59:46.7790363Z * [new branch] angelayi/scan_layers -> origin/angelayi/scan_layers 2025-09-07T06:59:46.7791947Z * [new branch] angelayi/symint_input -> origin/angelayi/symint_input 2025-09-07T06:59:46.7793453Z * [new branch] angelayi/test_cpp -> origin/angelayi/test_cpp 2025-09-07T06:59:46.7794967Z * [new branch] angelayi/torch_size -> origin/angelayi/torch_size 2025-09-07T06:59:46.7797301Z * [new branch] aoti-cuda-alloc -> origin/aoti-cuda-alloc 2025-09-07T06:59:46.7797918Z * [new branch] aoti_target_windows -> origin/aoti_target_windows 2025-09-07T06:59:46.7799493Z * [new branch] aoti_weight_sharing -> origin/aoti_weight_sharing 2025-09-07T06:59:46.7801226Z * [new branch] atalman-inductor-perf-cu124 -> origin/atalman-inductor-perf-cu124 2025-09-07T06:59:46.7802704Z * [new branch] atalman-inductor-perf-cu124.1 -> origin/atalman-inductor-perf-cu124.1 2025-09-07T06:59:46.7804192Z * [new branch] atalman-patch-1 -> origin/atalman-patch-1 2025-09-07T06:59:46.7805792Z * [new branch] atalman-patch-3 -> origin/atalman-patch-3 2025-09-07T06:59:46.7807484Z * [new branch] atalman-patch-4 -> origin/atalman-patch-4 2025-09-07T06:59:46.7809095Z * [new branch] atalman-patch-5 -> origin/atalman-patch-5 2025-09-07T06:59:46.7810629Z * [new branch] atalman-patch-6 -> origin/atalman-patch-6 2025-09-07T06:59:46.7812300Z * [new branch] atalman_inductor_2.3.0 -> origin/atalman_inductor_2.3.0 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2025-09-07T06:59:47.5794999Z * [new branch] zxiiro/main -> origin/zxiiro/main 2025-09-07T06:59:47.5796482Z * [new tag] bc2caa7fdf006894eff7af936babde69ab5a40f8-huydhn-debug -> bc2caa7fdf006894eff7af936babde69ab5a40f8-huydhn-debug 2025-09-07T06:59:47.5797683Z * [new tag] ci/binaries/77164 -> ci/binaries/77164 2025-09-07T06:59:47.5799155Z * [new tag] ciflow/binaries/156049 -> ciflow/binaries/156049 2025-09-07T06:59:47.5799742Z * [new tag] ciflow/binaries/156712 -> ciflow/binaries/156712 2025-09-07T06:59:47.5800908Z * [new tag] ciflow/binaries/157432 -> ciflow/binaries/157432 2025-09-07T06:59:47.5801713Z * [new tag] ciflow/binaries/157685 -> ciflow/binaries/157685 2025-09-07T06:59:47.5802780Z * [new tag] ciflow/binaries/157689 -> ciflow/binaries/157689 2025-09-07T06:59:47.5803713Z * [new tag] ciflow/binaries/158104 -> ciflow/binaries/158104 2025-09-07T06:59:47.5804836Z * [new tag] ciflow/binaries/160229 -> ciflow/binaries/160229 2025-09-07T06:59:47.5805859Z * [new tag] 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2025-09-07T06:59:47.5849536Z * [new tag] ciflow/inductor-rocm/162056 -> ciflow/inductor-rocm/162056 2025-09-07T06:59:47.5850694Z * [new tag] ciflow/inductor/137400 -> ciflow/inductor/137400 2025-09-07T06:59:47.5851663Z * [new tag] ciflow/inductor/148180 -> ciflow/inductor/148180 2025-09-07T06:59:47.5853049Z * [new tag] ciflow/inductor/148328 -> ciflow/inductor/148328 2025-09-07T06:59:47.5853995Z * [new tag] ciflow/inductor/148484 -> ciflow/inductor/148484 2025-09-07T06:59:47.5854958Z * [new tag] ciflow/inductor/148492 -> ciflow/inductor/148492 2025-09-07T06:59:47.5855903Z * [new tag] ciflow/inductor/152624 -> ciflow/inductor/152624 2025-09-07T06:59:47.5856930Z * [new tag] ciflow/inductor/154694 -> ciflow/inductor/154694 2025-09-07T06:59:47.5857868Z * [new tag] ciflow/inductor/156049 -> ciflow/inductor/156049 2025-09-07T06:59:47.5858845Z * [new tag] ciflow/inductor/156592 -> ciflow/inductor/156592 2025-09-07T06:59:47.5859852Z * [new tag] ciflow/inductor/157635 -> ciflow/inductor/157635 2025-09-07T06:59:47.5860901Z * [new tag] ciflow/inductor/157685 -> ciflow/inductor/157685 2025-09-07T06:59:47.5862070Z * [new tag] ciflow/inductor/157686 -> ciflow/inductor/157686 2025-09-07T06:59:47.5863351Z * [new tag] ciflow/inductor/157689 -> ciflow/inductor/157689 2025-09-07T06:59:47.5864551Z * [new tag] ciflow/inductor/157699 -> ciflow/inductor/157699 2025-09-07T06:59:47.5865682Z * [new tag] ciflow/inductor/157743 -> ciflow/inductor/157743 2025-09-07T06:59:47.5866808Z * [new tag] ciflow/inductor/157994 -> ciflow/inductor/157994 2025-09-07T06:59:47.5867820Z * [new tag] ciflow/inductor/158091 -> ciflow/inductor/158091 2025-09-07T06:59:47.5868849Z * [new tag] ciflow/inductor/158104 -> ciflow/inductor/158104 2025-09-07T06:59:47.5869956Z * [new tag] ciflow/inductor/158404 -> ciflow/inductor/158404 2025-09-07T06:59:47.5870970Z * [new tag] ciflow/inductor/158647 -> ciflow/inductor/158647 2025-09-07T06:59:47.5872285Z * [new tag] ciflow/inductor/158932 -> ciflow/inductor/158932 2025-09-07T06:59:47.5873341Z * [new tag] ciflow/inductor/159146 -> ciflow/inductor/159146 2025-09-07T06:59:47.5874306Z * [new tag] ciflow/inductor/159158 -> ciflow/inductor/159158 2025-09-07T06:59:47.5875511Z * [new tag] ciflow/inductor/159274 -> ciflow/inductor/159274 2025-09-07T06:59:47.5876520Z * [new tag] ciflow/inductor/159664 -> ciflow/inductor/159664 2025-09-07T06:59:47.5877672Z * [new tag] ciflow/inductor/159778 -> ciflow/inductor/159778 2025-09-07T06:59:47.5878777Z * [new tag] ciflow/inductor/159835 -> ciflow/inductor/159835 2025-09-07T06:59:47.5879862Z * [new tag] ciflow/inductor/159944 -> ciflow/inductor/159944 2025-09-07T06:59:47.5881076Z * [new tag] ciflow/inductor/160161 -> ciflow/inductor/160161 2025-09-07T06:59:47.5882127Z * [new tag] ciflow/inductor/160174 -> ciflow/inductor/160174 2025-09-07T06:59:47.5883229Z * [new tag] ciflow/inductor/160323 -> ciflow/inductor/160323 2025-09-07T06:59:47.5884558Z * [new tag] ciflow/inductor/160324 -> ciflow/inductor/160324 2025-09-07T06:59:47.5885687Z * [new tag] ciflow/inductor/160325 -> ciflow/inductor/160325 2025-09-07T06:59:47.5887030Z * [new tag] ciflow/inductor/160326 -> ciflow/inductor/160326 2025-09-07T06:59:47.5888050Z * [new tag] ciflow/inductor/160327 -> ciflow/inductor/160327 2025-09-07T06:59:47.5889266Z * [new tag] ciflow/inductor/160328 -> ciflow/inductor/160328 2025-09-07T06:59:47.5890352Z * [new tag] ciflow/inductor/160329 -> ciflow/inductor/160329 2025-09-07T06:59:47.5891491Z * [new tag] ciflow/inductor/160480 -> ciflow/inductor/160480 2025-09-07T06:59:47.5892582Z * [new tag] ciflow/inductor/160532 -> ciflow/inductor/160532 2025-09-07T06:59:47.5894125Z * [new tag] ciflow/inductor/160539 -> ciflow/inductor/160539 2025-09-07T06:59:47.5895141Z * [new tag] ciflow/inductor/160580 -> ciflow/inductor/160580 2025-09-07T06:59:47.5896185Z * [new tag] ciflow/inductor/160685 -> ciflow/inductor/160685 2025-09-07T06:59:47.5897183Z * [new tag] ciflow/inductor/160686 -> ciflow/inductor/160686 2025-09-07T06:59:47.5898205Z * [new tag] ciflow/inductor/160687 -> ciflow/inductor/160687 2025-09-07T06:59:47.5899268Z * [new tag] ciflow/inductor/160688 -> ciflow/inductor/160688 2025-09-07T06:59:47.5900298Z * [new tag] ciflow/inductor/160690 -> ciflow/inductor/160690 2025-09-07T06:59:47.5901342Z * [new tag] ciflow/inductor/160706 -> ciflow/inductor/160706 2025-09-07T06:59:47.5902630Z * [new tag] ciflow/inductor/160729 -> ciflow/inductor/160729 2025-09-07T06:59:47.5903629Z * [new tag] ciflow/inductor/160798 -> ciflow/inductor/160798 2025-09-07T06:59:47.5904696Z * [new tag] ciflow/inductor/160836 -> ciflow/inductor/160836 2025-09-07T06:59:47.5905717Z * [new tag] ciflow/inductor/160843 -> ciflow/inductor/160843 2025-09-07T06:59:47.5907029Z * [new tag] ciflow/inductor/160869 -> ciflow/inductor/160869 2025-09-07T06:59:47.5908042Z * [new tag] ciflow/inductor/160920 -> ciflow/inductor/160920 2025-09-07T06:59:47.5909035Z * [new tag] ciflow/inductor/160943 -> ciflow/inductor/160943 2025-09-07T06:59:47.5910050Z * [new tag] ciflow/inductor/161092 -> ciflow/inductor/161092 2025-09-07T06:59:47.5911358Z * [new tag] ciflow/inductor/161093 -> ciflow/inductor/161093 2025-09-07T06:59:47.5912399Z * [new tag] ciflow/inductor/161109 -> ciflow/inductor/161109 2025-09-07T06:59:47.5913412Z * [new tag] ciflow/inductor/161118 -> ciflow/inductor/161118 2025-09-07T06:59:47.5914587Z * [new tag] ciflow/inductor/161178 -> ciflow/inductor/161178 2025-09-07T06:59:47.5915649Z * [new tag] ciflow/inductor/161246 -> ciflow/inductor/161246 2025-09-07T06:59:47.5916678Z * [new tag] ciflow/inductor/161349 -> ciflow/inductor/161349 2025-09-07T06:59:47.5917710Z * [new tag] ciflow/inductor/161350 -> ciflow/inductor/161350 2025-09-07T06:59:47.5918722Z * [new tag] ciflow/inductor/161351 -> ciflow/inductor/161351 2025-09-07T06:59:47.5919873Z * [new tag] ciflow/inductor/161397 -> ciflow/inductor/161397 2025-09-07T06:59:47.5920977Z * [new tag] ciflow/inductor/161404 -> ciflow/inductor/161404 2025-09-07T06:59:47.5922064Z * [new tag] ciflow/inductor/161405 -> ciflow/inductor/161405 2025-09-07T06:59:47.5923549Z * [new tag] ciflow/inductor/161406 -> ciflow/inductor/161406 2025-09-07T06:59:47.5924785Z * [new tag] ciflow/inductor/161410 -> ciflow/inductor/161410 2025-09-07T06:59:47.5925806Z * [new tag] ciflow/inductor/161414 -> ciflow/inductor/161414 2025-09-07T06:59:47.5927256Z * [new tag] ciflow/inductor/161442 -> ciflow/inductor/161442 2025-09-07T06:59:47.5928307Z * [new tag] ciflow/inductor/161458 -> ciflow/inductor/161458 2025-09-07T06:59:47.5929310Z * [new tag] ciflow/inductor/161468 -> ciflow/inductor/161468 2025-09-07T06:59:47.5930366Z * [new tag] ciflow/inductor/161469 -> ciflow/inductor/161469 2025-09-07T06:59:47.5931501Z * [new tag] ciflow/inductor/161485 -> ciflow/inductor/161485 2025-09-07T06:59:47.5932554Z * [new tag] ciflow/inductor/161499 -> ciflow/inductor/161499 2025-09-07T06:59:47.5933566Z * [new tag] ciflow/inductor/161534 -> ciflow/inductor/161534 2025-09-07T06:59:47.5934586Z * [new tag] ciflow/inductor/161595 -> ciflow/inductor/161595 2025-09-07T06:59:47.5935578Z * [new tag] ciflow/inductor/161596 -> ciflow/inductor/161596 2025-09-07T06:59:47.5936994Z * [new tag] ciflow/inductor/161630 -> ciflow/inductor/161630 2025-09-07T06:59:47.5938013Z * [new tag] ciflow/inductor/161667 -> ciflow/inductor/161667 2025-09-07T06:59:47.5939023Z * [new tag] ciflow/inductor/161670 -> ciflow/inductor/161670 2025-09-07T06:59:47.5940067Z * [new tag] ciflow/inductor/161673 -> ciflow/inductor/161673 2025-09-07T06:59:47.5941071Z * [new tag] ciflow/inductor/161674 -> ciflow/inductor/161674 2025-09-07T06:59:47.5942237Z * [new tag] ciflow/inductor/161675 -> ciflow/inductor/161675 2025-09-07T06:59:47.5943127Z * [new tag] ciflow/inductor/161693 -> ciflow/inductor/161693 2025-09-07T06:59:47.5944162Z * [new tag] ciflow/inductor/161695 -> ciflow/inductor/161695 2025-09-07T06:59:47.5945191Z * [new tag] ciflow/inductor/161715 -> ciflow/inductor/161715 2025-09-07T06:59:47.5946228Z * [new tag] ciflow/inductor/161730 -> ciflow/inductor/161730 2025-09-07T06:59:47.5947261Z * [new tag] ciflow/inductor/161732 -> ciflow/inductor/161732 2025-09-07T06:59:47.5948401Z * [new tag] ciflow/inductor/161744 -> ciflow/inductor/161744 2025-09-07T06:59:47.5949389Z * [new tag] ciflow/inductor/161746 -> ciflow/inductor/161746 2025-09-07T06:59:47.5950409Z * [new tag] ciflow/inductor/161747 -> ciflow/inductor/161747 2025-09-07T06:59:47.5951498Z * [new tag] ciflow/inductor/161819 -> ciflow/inductor/161819 2025-09-07T06:59:47.5952479Z * [new tag] ciflow/inductor/161821 -> ciflow/inductor/161821 2025-09-07T06:59:47.5953495Z * [new tag] ciflow/inductor/161828 -> ciflow/inductor/161828 2025-09-07T06:59:47.5954510Z * [new tag] ciflow/inductor/161879 -> ciflow/inductor/161879 2025-09-07T06:59:47.5955551Z * [new tag] ciflow/inductor/161880 -> ciflow/inductor/161880 2025-09-07T06:59:47.5956525Z * [new tag] ciflow/inductor/161881 -> ciflow/inductor/161881 2025-09-07T06:59:47.5957709Z * [new tag] ciflow/inductor/161907 -> ciflow/inductor/161907 2025-09-07T06:59:47.5958735Z * [new tag] ciflow/inductor/161914 -> ciflow/inductor/161914 2025-09-07T06:59:47.5959910Z * [new tag] ciflow/inductor/161924 -> ciflow/inductor/161924 2025-09-07T06:59:47.5961018Z * [new tag] ciflow/inductor/161936 -> ciflow/inductor/161936 2025-09-07T06:59:47.5962105Z * [new tag] ciflow/inductor/161938 -> ciflow/inductor/161938 2025-09-07T06:59:47.5963177Z * [new tag] ciflow/inductor/161939 -> ciflow/inductor/161939 2025-09-07T06:59:47.5964290Z * [new tag] ciflow/inductor/161940 -> ciflow/inductor/161940 2025-09-07T06:59:47.5965248Z * [new tag] ciflow/inductor/161955 -> ciflow/inductor/161955 2025-09-07T06:59:47.5966285Z * [new tag] ciflow/inductor/161957 -> ciflow/inductor/161957 2025-09-07T06:59:47.5967443Z * [new tag] ciflow/inductor/161975 -> ciflow/inductor/161975 2025-09-07T06:59:47.5968472Z * [new tag] ciflow/inductor/161977 -> ciflow/inductor/161977 2025-09-07T06:59:47.5969465Z * [new tag] ciflow/inductor/161978 -> ciflow/inductor/161978 2025-09-07T06:59:47.5970459Z * [new tag] ciflow/inductor/161979 -> ciflow/inductor/161979 2025-09-07T06:59:47.5971513Z * [new tag] ciflow/inductor/161980 -> ciflow/inductor/161980 2025-09-07T06:59:47.5972514Z * [new tag] ciflow/inductor/161988 -> ciflow/inductor/161988 2025-09-07T06:59:47.5973527Z * [new tag] ciflow/inductor/161994 -> ciflow/inductor/161994 2025-09-07T06:59:47.5974570Z * [new tag] ciflow/inductor/162013 -> ciflow/inductor/162013 2025-09-07T06:59:47.5975590Z * [new tag] ciflow/inductor/162014 -> ciflow/inductor/162014 2025-09-07T06:59:47.5976618Z * [new tag] ciflow/inductor/162017 -> ciflow/inductor/162017 2025-09-07T06:59:47.5977614Z * [new tag] ciflow/inductor/162021 -> ciflow/inductor/162021 2025-09-07T06:59:47.5978647Z * [new tag] ciflow/inductor/162023 -> ciflow/inductor/162023 2025-09-07T06:59:47.5979641Z * [new tag] ciflow/inductor/162027 -> ciflow/inductor/162027 2025-09-07T06:59:47.5980750Z * [new tag] ciflow/inductor/162029 -> ciflow/inductor/162029 2025-09-07T06:59:47.5981751Z * [new tag] ciflow/inductor/162030 -> ciflow/inductor/162030 2025-09-07T06:59:47.5982733Z * [new tag] ciflow/inductor/162031 -> ciflow/inductor/162031 2025-09-07T06:59:47.5983829Z * [new tag] ciflow/inductor/162033 -> ciflow/inductor/162033 2025-09-07T06:59:47.5984997Z * [new tag] ciflow/inductor/162052 -> ciflow/inductor/162052 2025-09-07T06:59:47.5985994Z * [new tag] ciflow/inductor/162053 -> ciflow/inductor/162053 2025-09-07T06:59:47.5987007Z * [new tag] ciflow/inductor/162056 -> ciflow/inductor/162056 2025-09-07T06:59:47.5988061Z * [new tag] ciflow/inductor/162063 -> ciflow/inductor/162063 2025-09-07T06:59:47.5989067Z * [new tag] ciflow/inductor/162066 -> ciflow/inductor/162066 2025-09-07T06:59:47.5990127Z * [new tag] ciflow/inductor/162068 -> ciflow/inductor/162068 2025-09-07T06:59:47.5991745Z * [new tag] ciflow/inductor/162081 -> ciflow/inductor/162081 2025-09-07T06:59:47.5992820Z * [new tag] ciflow/inductor/162088 -> ciflow/inductor/162088 2025-09-07T06:59:47.5993834Z * [new tag] ciflow/inductor/162089 -> ciflow/inductor/162089 2025-09-07T06:59:47.5994856Z * [new tag] ciflow/inductor/162094 -> ciflow/inductor/162094 2025-09-07T06:59:47.5995966Z * [new tag] ciflow/inductor/162098 -> ciflow/inductor/162098 2025-09-07T06:59:47.5996996Z * [new tag] ciflow/inductor/162101 -> ciflow/inductor/162101 2025-09-07T06:59:47.5998005Z * [new tag] ciflow/inductor/162102 -> ciflow/inductor/162102 2025-09-07T06:59:47.5998988Z * [new tag] ciflow/inductor/162104 -> ciflow/inductor/162104 2025-09-07T06:59:47.6000025Z * [new tag] ciflow/inductor/162106 -> ciflow/inductor/162106 2025-09-07T06:59:47.6001066Z * [new tag] ciflow/inductor/162108 -> ciflow/inductor/162108 2025-09-07T06:59:47.6002093Z * [new tag] ciflow/inductor/162126 -> ciflow/inductor/162126 2025-09-07T06:59:47.6003206Z * [new tag] ciflow/inductor/162149 -> ciflow/inductor/162149 2025-09-07T06:59:47.6004209Z * [new tag] ciflow/inductor/162164 -> ciflow/inductor/162164 2025-09-07T06:59:47.6005245Z * [new tag] ciflow/inductor/162166 -> ciflow/inductor/162166 2025-09-07T06:59:47.6006352Z * [new tag] ciflow/inductor/162169 -> ciflow/inductor/162169 2025-09-07T06:59:47.6007428Z * [new tag] ciflow/inductor/162170 -> ciflow/inductor/162170 2025-09-07T06:59:47.6008415Z * [new tag] ciflow/inductor/162171 -> ciflow/inductor/162171 2025-09-07T06:59:47.6009498Z * [new tag] ciflow/inductor/162183 -> ciflow/inductor/162183 2025-09-07T06:59:47.6010698Z * [new tag] ciflow/inductor/162189 -> ciflow/inductor/162189 2025-09-07T06:59:47.6011782Z * [new tag] ciflow/inductor/162190 -> ciflow/inductor/162190 2025-09-07T06:59:47.6012810Z * [new tag] ciflow/inductor/162191 -> ciflow/inductor/162191 2025-09-07T06:59:47.6013861Z * [new tag] ciflow/inductor/162194 -> ciflow/inductor/162194 2025-09-07T06:59:47.6015055Z * [new tag] ciflow/inductor/162200 -> ciflow/inductor/162200 2025-09-07T06:59:47.6016105Z * [new tag] ciflow/inductor/162201 -> ciflow/inductor/162201 2025-09-07T06:59:47.6017136Z * [new tag] ciflow/inductor/162208 -> ciflow/inductor/162208 2025-09-07T06:59:47.6018370Z * [new tag] ciflow/inductor/162211 -> ciflow/inductor/162211 2025-09-07T06:59:47.6019516Z * [new tag] ciflow/inductor/162216 -> ciflow/inductor/162216 2025-09-07T06:59:47.6020392Z * [new tag] ciflow/inductor/162220 -> ciflow/inductor/162220 2025-09-07T06:59:47.6021636Z * [new tag] ciflow/inductor/162222 -> ciflow/inductor/162222 2025-09-07T06:59:47.6022669Z * [new tag] ciflow/inductor/162227 -> ciflow/inductor/162227 2025-09-07T06:59:47.6023682Z * [new tag] ciflow/inductor/162238 -> ciflow/inductor/162238 2025-09-07T06:59:47.6024614Z * [new tag] ciflow/inductor/162239 -> ciflow/inductor/162239 2025-09-07T06:59:47.6025745Z * [new tag] ciflow/inductor/162240 -> ciflow/inductor/162240 2025-09-07T06:59:47.6026804Z * [new tag] ciflow/inductor/162244 -> ciflow/inductor/162244 2025-09-07T06:59:47.6027805Z * [new tag] ciflow/inductor/162245 -> ciflow/inductor/162245 2025-09-07T06:59:47.6028836Z * [new tag] ciflow/inductor/162262 -> ciflow/inductor/162262 2025-09-07T06:59:47.6029928Z * [new tag] ciflow/inductor/162275 -> ciflow/inductor/162275 2025-09-07T06:59:47.6030987Z * [new tag] ciflow/inductor/162278 -> ciflow/inductor/162278 2025-09-07T06:59:47.6032046Z * [new tag] ciflow/inductor/162284 -> ciflow/inductor/162284 2025-09-07T06:59:47.6033089Z * [new tag] ciflow/inductor/162286 -> ciflow/inductor/162286 2025-09-07T06:59:47.6034129Z * [new tag] ciflow/inductor/162288 -> ciflow/inductor/162288 2025-09-07T06:59:47.6035162Z * [new tag] ciflow/inductor/162293 -> ciflow/inductor/162293 2025-09-07T06:59:47.6036173Z * [new tag] ciflow/inductor/162294 -> ciflow/inductor/162294 2025-09-07T06:59:47.6037219Z * [new tag] ciflow/inductor/162295 -> ciflow/inductor/162295 2025-09-07T06:59:47.6038227Z * [new tag] ciflow/inductor/162296 -> ciflow/inductor/162296 2025-09-07T06:59:47.6039260Z * [new tag] ciflow/inductor/162298 -> ciflow/inductor/162298 2025-09-07T06:59:47.6040279Z * [new tag] ciflow/inductor/162307 -> ciflow/inductor/162307 2025-09-07T06:59:47.6041301Z * [new tag] ciflow/inductor/162309 -> ciflow/inductor/162309 2025-09-07T06:59:47.6042334Z * [new tag] ciflow/inductor/162311 -> ciflow/inductor/162311 2025-09-07T06:59:47.6043412Z * [new tag] ciflow/inductor/162312 -> ciflow/inductor/162312 2025-09-07T06:59:47.6044487Z * [new tag] ciflow/inductor/162315 -> ciflow/inductor/162315 2025-09-07T06:59:47.6045585Z * [new tag] ciflow/inductor/162316 -> ciflow/inductor/162316 2025-09-07T06:59:47.6046713Z * [new tag] ciflow/inductor/162318 -> ciflow/inductor/162318 2025-09-07T06:59:47.6047724Z * [new tag] ciflow/inductor/162323 -> ciflow/inductor/162323 2025-09-07T06:59:47.6048758Z * [new tag] ciflow/inductor/162341 -> ciflow/inductor/162341 2025-09-07T06:59:47.6049773Z * [new tag] ciflow/inductor/162345 -> ciflow/inductor/162345 2025-09-07T06:59:47.6051069Z * [new tag] ciflow/inductor/3b9a386 -> ciflow/inductor/3b9a386 2025-09-07T06:59:47.6052264Z * [new tag] ciflow/inductor/3d4b92b -> ciflow/inductor/3d4b92b 2025-09-07T06:59:47.6053427Z * [new tag] ciflow/inductor/d224ac7 -> ciflow/inductor/d224ac7 2025-09-07T06:59:47.6054648Z * [new tag] ciflow/linux-aarch64/157994 -> ciflow/linux-aarch64/157994 2025-09-07T06:59:47.6055671Z * [new tag] ciflow/linux-aarch64/159737 -> ciflow/linux-aarch64/159737 2025-09-07T06:59:47.6056607Z * [new tag] ciflow/linux-aarch64/160078 -> ciflow/linux-aarch64/160078 2025-09-07T06:59:47.6057768Z * [new tag] ciflow/mps/157553 -> ciflow/mps/157553 2025-09-07T06:59:47.6058811Z * [new tag] ciflow/mps/157635 -> ciflow/mps/157635 2025-09-07T06:59:47.6059742Z * [new tag] ciflow/mps/161988 -> ciflow/mps/161988 2025-09-07T06:59:47.6060425Z * [new tag] ciflow/mps/162108 -> ciflow/mps/162108 2025-09-07T06:59:47.6061581Z * [new tag] ciflow/mps/162153 -> ciflow/mps/162153 2025-09-07T06:59:47.6062525Z * [new tag] ciflow/mps/162281 -> ciflow/mps/162281 2025-09-07T06:59:47.6063720Z * [new tag] ciflow/nightly/156049 -> ciflow/nightly/156049 2025-09-07T06:59:47.6064638Z * [new tag] ciflow/nightly/158104 -> ciflow/nightly/158104 2025-09-07T06:59:47.6065840Z * [new tag] ciflow/op-benchmark/157994 -> ciflow/op-benchmark/157994 2025-09-07T06:59:47.6067225Z * [new tag] ciflow/periodic-rocm-mi300/161529 -> ciflow/periodic-rocm-mi300/161529 2025-09-07T06:59:47.6068223Z * [new tag] ciflow/periodic-rocm-mi300/161715 -> ciflow/periodic-rocm-mi300/161715 2025-09-07T06:59:47.6069486Z * [new tag] ciflow/periodic/054a2fd -> ciflow/periodic/054a2fd 2025-09-07T06:59:47.6070430Z * [new tag] ciflow/periodic/156703 -> ciflow/periodic/156703 2025-09-07T06:59:47.6071367Z * [new tag] ciflow/periodic/161715 -> ciflow/periodic/161715 2025-09-07T06:59:47.6072343Z * [new tag] ciflow/periodic/162021 -> ciflow/periodic/162021 2025-09-07T06:59:47.6073183Z * [new tag] ciflow/periodic/162323 -> ciflow/periodic/162323 2025-09-07T06:59:47.6074321Z * [new tag] ciflow/periodic/2a6d37d -> ciflow/periodic/2a6d37d 2025-09-07T06:59:47.6075444Z * [new tag] ciflow/periodic/317eeb8 -> ciflow/periodic/317eeb8 2025-09-07T06:59:47.6076564Z * [new tag] ciflow/periodic/3c32 -> ciflow/periodic/3c32 2025-09-07T06:59:47.6077678Z * [new tag] ciflow/periodic/3e98831 -> ciflow/periodic/3e98831 2025-09-07T06:59:47.6078851Z * [new tag] ciflow/periodic/94512-point -> ciflow/periodic/94512-point 2025-09-07T06:59:47.6080246Z * [new tag] ciflow/periodic/csl/test87519 -> ciflow/periodic/csl/test87519 2025-09-07T06:59:47.6081734Z * [new tag] ciflow/periodic/csltest88275 -> ciflow/periodic/csltest88275 2025-09-07T06:59:47.6083047Z * [new tag] ciflow/periodic/csltest88761 -> ciflow/periodic/csltest88761 2025-09-07T06:59:47.6084299Z * [new tag] ciflow/periodic/release_1.12 -> ciflow/periodic/release_1.12 2025-09-07T06:59:47.6085592Z * [new tag] ciflow/periodic/release_1.12.0 -> ciflow/periodic/release_1.12.0 2025-09-07T06:59:47.6086970Z * [new tag] ciflow/periodic/sha-ec5b83 -> ciflow/periodic/sha-ec5b83 2025-09-07T06:59:47.6088129Z * [new tag] ciflow/rocm-mi300/154170 -> ciflow/rocm-mi300/154170 2025-09-07T06:59:47.6089208Z * [new tag] ciflow/rocm-mi300/158747 -> ciflow/rocm-mi300/158747 2025-09-07T06:59:47.6090168Z * [new tag] ciflow/rocm-mi300/159146 -> ciflow/rocm-mi300/159146 2025-09-07T06:59:47.6091368Z * [new tag] ciflow/rocm-mi300/159158 -> ciflow/rocm-mi300/159158 2025-09-07T06:59:47.6092309Z * [new tag] ciflow/rocm-mi300/161715 -> ciflow/rocm-mi300/161715 2025-09-07T06:59:47.6093241Z * [new tag] ciflow/rocm-mi300/161957 -> ciflow/rocm-mi300/161957 2025-09-07T06:59:47.6094193Z * [new tag] ciflow/rocm-mi300/162053 -> ciflow/rocm-mi300/162053 2025-09-07T06:59:47.6095165Z * [new tag] ciflow/rocm-mi300/162056 -> ciflow/rocm-mi300/162056 2025-09-07T06:59:47.6096236Z * [new tag] ciflow/rocm-mi300/162112 -> ciflow/rocm-mi300/162112 2025-09-07T06:59:47.6097187Z * [new tag] ciflow/rocm-mi300/162245 -> ciflow/rocm-mi300/162245 2025-09-07T06:59:47.6098238Z * [new tag] ciflow/rocm-mi300/162278 -> ciflow/rocm-mi300/162278 2025-09-07T06:59:47.6099462Z * [new tag] ciflow/rocm-mi300/162288 -> ciflow/rocm-mi300/162288 2025-09-07T06:59:47.6100632Z * [new tag] ciflow/rocm-mi355/162053 -> ciflow/rocm-mi355/162053 2025-09-07T06:59:47.6101572Z * [new tag] ciflow/rocm-mi355/162056 -> ciflow/rocm-mi355/162056 2025-09-07T06:59:47.6102752Z * [new tag] ciflow/rocm/148492 -> ciflow/rocm/148492 2025-09-07T06:59:47.6103702Z * [new tag] ciflow/rocm/154170 -> ciflow/rocm/154170 2025-09-07T06:59:47.6104808Z * [new tag] ciflow/rocm/156491 -> ciflow/rocm/156491 2025-09-07T06:59:47.6105727Z * [new tag] ciflow/rocm/156592 -> ciflow/rocm/156592 2025-09-07T06:59:47.6106794Z * [new tag] ciflow/rocm/158747 -> ciflow/rocm/158747 2025-09-07T06:59:47.6107704Z * [new tag] ciflow/rocm/159146 -> ciflow/rocm/159146 2025-09-07T06:59:47.6108834Z * [new tag] ciflow/rocm/159158 -> ciflow/rocm/159158 2025-09-07T06:59:47.6109988Z * [new tag] ciflow/rocm/161715 -> ciflow/rocm/161715 2025-09-07T06:59:47.6111201Z * [new tag] ciflow/rocm/161972 -> ciflow/rocm/161972 2025-09-07T06:59:47.6112119Z * [new tag] ciflow/rocm/162052 -> ciflow/rocm/162052 2025-09-07T06:59:47.6113086Z * [new tag] ciflow/rocm/162053 -> ciflow/rocm/162053 2025-09-07T06:59:47.6114331Z * [new tag] ciflow/rocm/162056 -> ciflow/rocm/162056 2025-09-07T06:59:47.6115709Z * [new tag] ciflow/rocm/162112 -> ciflow/rocm/162112 2025-09-07T06:59:47.6116875Z * [new tag] ciflow/rocm/162278 -> ciflow/rocm/162278 2025-09-07T06:59:47.6117886Z * [new tag] ciflow/rocm/162288 -> ciflow/rocm/162288 2025-09-07T06:59:47.6118902Z * [new tag] ciflow/rocm/162305 -> ciflow/rocm/162305 2025-09-07T06:59:47.6120210Z * [new tag] ciflow/slow/01c7106 -> ciflow/slow/01c7106 2025-09-07T06:59:47.6121380Z * [new tag] ciflow/slow/0577043 -> ciflow/slow/0577043 2025-09-07T06:59:47.6122791Z * [new tag] ciflow/slow/0d5b74da0cab798fbfdb9caa53fad816999c8386-sdym -> ciflow/slow/0d5b74da0cab798fbfdb9caa53fad816999c8386-sdym 2025-09-07T06:59:47.6123504Z * [new tag] ciflow/slow/0e81104 -> ciflow/slow/0e81104 2025-09-07T06:59:47.6124642Z * [new tag] ciflow/slow/161395 -> ciflow/slow/161395 2025-09-07T06:59:47.6125788Z * [new tag] ciflow/slow/1732077 -> ciflow/slow/1732077 2025-09-07T06:59:47.6127000Z * [new tag] ciflow/slow/187eb7c -> ciflow/slow/187eb7c 2025-09-07T06:59:47.6128102Z * [new tag] ciflow/slow/1faef89 -> ciflow/slow/1faef89 2025-09-07T06:59:47.6129560Z * [new tag] ciflow/slow/3920ec1 -> ciflow/slow/3920ec1 2025-09-07T06:59:47.6131259Z * [new tag] ciflow/slow/3b7c6b2 -> ciflow/slow/3b7c6b2 2025-09-07T06:59:47.6132434Z * [new tag] ciflow/slow/59a3759 -> ciflow/slow/59a3759 2025-09-07T06:59:47.6133612Z * [new tag] ciflow/slow/70ef0bb -> ciflow/slow/70ef0bb 2025-09-07T06:59:47.6134753Z * [new tag] ciflow/slow/788ff06 -> ciflow/slow/788ff06 2025-09-07T06:59:47.6136188Z * [new tag] ciflow/slow/8751002215790a3a88750faa8f4366933e296693-sdym -> ciflow/slow/8751002215790a3a88750faa8f4366933e296693-sdym 2025-09-07T06:59:47.6137131Z * [new tag] ciflow/slow/9d85864 -> ciflow/slow/9d85864 2025-09-07T06:59:47.6138301Z * [new tag] ciflow/slow/9ffad5b -> ciflow/slow/9ffad5b 2025-09-07T06:59:47.6139670Z * [new tag] ciflow/slow/a206e8b -> ciflow/slow/a206e8b 2025-09-07T06:59:47.6140691Z * [new tag] ciflow/slow/a837609 -> ciflow/slow/a837609 2025-09-07T06:59:47.6141865Z * [new tag] ciflow/slow/af841f3 -> ciflow/slow/af841f3 2025-09-07T06:59:47.6143298Z * [new tag] ciflow/slow/da3aba1e46157c4df504b067477cdf2b3c96b194-sdym -> ciflow/slow/da3aba1e46157c4df504b067477cdf2b3c96b194-sdym 2025-09-07T06:59:47.6144366Z * [new tag] ciflow/triton_binaries/162329 -> ciflow/triton_binaries/162329 2025-09-07T06:59:47.6145478Z * [new tag] ciflow/trunk/113258 -> ciflow/trunk/113258 2025-09-07T06:59:47.6146438Z * [new tag] ciflow/trunk/137400 -> ciflow/trunk/137400 2025-09-07T06:59:47.6147385Z * [new tag] ciflow/trunk/148180 -> ciflow/trunk/148180 2025-09-07T06:59:47.6148357Z * [new tag] ciflow/trunk/148328 -> ciflow/trunk/148328 2025-09-07T06:59:47.6149291Z * [new tag] ciflow/trunk/148492 -> ciflow/trunk/148492 2025-09-07T06:59:47.6150434Z * [new tag] ciflow/trunk/148919 -> ciflow/trunk/148919 2025-09-07T06:59:47.6151430Z * [new tag] ciflow/trunk/152624 -> ciflow/trunk/152624 2025-09-07T06:59:47.6152398Z * [new tag] ciflow/trunk/154170 -> ciflow/trunk/154170 2025-09-07T06:59:47.6153303Z * [new tag] ciflow/trunk/154694 -> ciflow/trunk/154694 2025-09-07T06:59:47.6154254Z * [new tag] ciflow/trunk/156049 -> ciflow/trunk/156049 2025-09-07T06:59:47.6155190Z * [new tag] ciflow/trunk/156703 -> ciflow/trunk/156703 2025-09-07T06:59:47.6156558Z * [new tag] ciflow/trunk/156711 -> ciflow/trunk/156711 2025-09-07T06:59:47.6157893Z * [new tag] ciflow/trunk/157432 -> ciflow/trunk/157432 2025-09-07T06:59:47.6159178Z * [new tag] ciflow/trunk/157685 -> ciflow/trunk/157685 2025-09-07T06:59:47.6160186Z * [new tag] ciflow/trunk/157689 -> ciflow/trunk/157689 2025-09-07T06:59:47.6161192Z * [new tag] ciflow/trunk/157699 -> ciflow/trunk/157699 2025-09-07T06:59:47.6162322Z * [new tag] ciflow/trunk/157813 -> ciflow/trunk/157813 2025-09-07T06:59:47.6163343Z * [new tag] ciflow/trunk/157994 -> ciflow/trunk/157994 2025-09-07T06:59:47.6164334Z * [new tag] ciflow/trunk/158091 -> ciflow/trunk/158091 2025-09-07T06:59:47.6165375Z * [new tag] ciflow/trunk/158104 -> ciflow/trunk/158104 2025-09-07T06:59:47.6166439Z * [new tag] ciflow/trunk/158404 -> ciflow/trunk/158404 2025-09-07T06:59:47.6167531Z * [new tag] ciflow/trunk/158647 -> ciflow/trunk/158647 2025-09-07T06:59:47.6168701Z * [new tag] ciflow/trunk/158846 -> ciflow/trunk/158846 2025-09-07T06:59:47.6169713Z * [new tag] ciflow/trunk/159158 -> ciflow/trunk/159158 2025-09-07T06:59:47.6170842Z * [new tag] ciflow/trunk/159682 -> ciflow/trunk/159682 2025-09-07T06:59:47.6171822Z * [new tag] ciflow/trunk/159835 -> ciflow/trunk/159835 2025-09-07T06:59:47.6172945Z * [new tag] ciflow/trunk/160161 -> ciflow/trunk/160161 2025-09-07T06:59:47.6173994Z * [new tag] ciflow/trunk/160236 -> ciflow/trunk/160236 2025-09-07T06:59:47.6175002Z * [new tag] ciflow/trunk/160329 -> ciflow/trunk/160329 2025-09-07T06:59:47.6176024Z * [new tag] ciflow/trunk/160480 -> ciflow/trunk/160480 2025-09-07T06:59:47.6177025Z * [new tag] ciflow/trunk/160532 -> ciflow/trunk/160532 2025-09-07T06:59:47.6178046Z * [new tag] ciflow/trunk/160836 -> ciflow/trunk/160836 2025-09-07T06:59:47.6179138Z * [new tag] ciflow/trunk/160843 -> ciflow/trunk/160843 2025-09-07T06:59:47.6180124Z * [new tag] ciflow/trunk/160869 -> ciflow/trunk/160869 2025-09-07T06:59:47.6181251Z * [new tag] ciflow/trunk/160940 -> ciflow/trunk/160940 2025-09-07T06:59:47.6182276Z * [new tag] ciflow/trunk/160943 -> ciflow/trunk/160943 2025-09-07T06:59:47.6183895Z * [new tag] ciflow/trunk/160953 -> ciflow/trunk/160953 2025-09-07T06:59:47.6185030Z * [new tag] ciflow/trunk/161035 -> ciflow/trunk/161035 2025-09-07T06:59:47.6186101Z * [new tag] ciflow/trunk/161178 -> ciflow/trunk/161178 2025-09-07T06:59:47.6187127Z * [new tag] ciflow/trunk/161349 -> ciflow/trunk/161349 2025-09-07T06:59:47.6188142Z * [new tag] ciflow/trunk/161350 -> ciflow/trunk/161350 2025-09-07T06:59:47.6189189Z * [new tag] ciflow/trunk/161351 -> ciflow/trunk/161351 2025-09-07T06:59:47.6190200Z * [new tag] ciflow/trunk/161395 -> ciflow/trunk/161395 2025-09-07T06:59:47.6191285Z * [new tag] ciflow/trunk/161405 -> ciflow/trunk/161405 2025-09-07T06:59:47.6192297Z * [new tag] ciflow/trunk/161406 -> ciflow/trunk/161406 2025-09-07T06:59:47.6193319Z * [new tag] ciflow/trunk/161410 -> ciflow/trunk/161410 2025-09-07T06:59:47.6194367Z * [new tag] ciflow/trunk/161468 -> ciflow/trunk/161468 2025-09-07T06:59:47.6195364Z * [new tag] ciflow/trunk/161499 -> ciflow/trunk/161499 2025-09-07T06:59:47.6196640Z * [new tag] ciflow/trunk/161527 -> ciflow/trunk/161527 2025-09-07T06:59:47.6197669Z * [new tag] ciflow/trunk/161534 -> ciflow/trunk/161534 2025-09-07T06:59:47.6198711Z * [new tag] ciflow/trunk/161591 -> ciflow/trunk/161591 2025-09-07T06:59:47.6199694Z * [new tag] ciflow/trunk/161595 -> ciflow/trunk/161595 2025-09-07T06:59:47.6200704Z * [new tag] ciflow/trunk/161596 -> ciflow/trunk/161596 2025-09-07T06:59:47.6201745Z * [new tag] ciflow/trunk/161633 -> ciflow/trunk/161633 2025-09-07T06:59:47.6202756Z * [new tag] ciflow/trunk/161634 -> ciflow/trunk/161634 2025-09-07T06:59:47.6203763Z * [new tag] ciflow/trunk/161635 -> ciflow/trunk/161635 2025-09-07T06:59:47.6204782Z * [new tag] ciflow/trunk/161667 -> ciflow/trunk/161667 2025-09-07T06:59:47.6205802Z * [new tag] ciflow/trunk/161670 -> ciflow/trunk/161670 2025-09-07T06:59:47.6206930Z * [new tag] ciflow/trunk/161692 -> ciflow/trunk/161692 2025-09-07T06:59:47.6207975Z * [new tag] ciflow/trunk/161693 -> ciflow/trunk/161693 2025-09-07T06:59:47.6209038Z * [new tag] ciflow/trunk/161695 -> ciflow/trunk/161695 2025-09-07T06:59:47.6210232Z * [new tag] ciflow/trunk/161730 -> ciflow/trunk/161730 2025-09-07T06:59:47.6213264Z * [new tag] ciflow/trunk/161744 -> ciflow/trunk/161744 2025-09-07T06:59:47.6214271Z * [new tag] ciflow/trunk/161749 -> ciflow/trunk/161749 2025-09-07T06:59:47.6215297Z * [new tag] ciflow/trunk/161881 -> ciflow/trunk/161881 2025-09-07T06:59:47.6216327Z * [new tag] ciflow/trunk/161924 -> ciflow/trunk/161924 2025-09-07T06:59:47.6217576Z * [new tag] ciflow/trunk/161926 -> ciflow/trunk/161926 2025-09-07T06:59:47.6218619Z * [new tag] ciflow/trunk/161936 -> ciflow/trunk/161936 2025-09-07T06:59:47.6219629Z * [new tag] ciflow/trunk/161952 -> ciflow/trunk/161952 2025-09-07T06:59:47.6220786Z * [new tag] ciflow/trunk/161955 -> ciflow/trunk/161955 2025-09-07T06:59:47.6221743Z * [new tag] ciflow/trunk/161957 -> ciflow/trunk/161957 2025-09-07T06:59:47.6222722Z * [new tag] ciflow/trunk/161959 -> ciflow/trunk/161959 2025-09-07T06:59:47.6223706Z * [new tag] ciflow/trunk/161977 -> ciflow/trunk/161977 2025-09-07T06:59:47.6224694Z * [new tag] ciflow/trunk/161988 -> ciflow/trunk/161988 2025-09-07T06:59:47.6225707Z * [new tag] ciflow/trunk/161994 -> ciflow/trunk/161994 2025-09-07T06:59:47.6226934Z * [new tag] ciflow/trunk/162007 -> ciflow/trunk/162007 2025-09-07T06:59:47.6227939Z * [new tag] ciflow/trunk/162013 -> ciflow/trunk/162013 2025-09-07T06:59:47.6228982Z * [new tag] ciflow/trunk/162017 -> ciflow/trunk/162017 2025-09-07T06:59:47.6229962Z * [new tag] ciflow/trunk/162021 -> ciflow/trunk/162021 2025-09-07T06:59:47.6230994Z * [new tag] ciflow/trunk/162022 -> ciflow/trunk/162022 2025-09-07T06:59:47.6231977Z * [new tag] ciflow/trunk/162040 -> ciflow/trunk/162040 2025-09-07T06:59:47.6232972Z * [new tag] ciflow/trunk/162041 -> ciflow/trunk/162041 2025-09-07T06:59:47.6234126Z * [new tag] ciflow/trunk/162062 -> ciflow/trunk/162062 2025-09-07T06:59:47.6235151Z * [new tag] ciflow/trunk/162066 -> ciflow/trunk/162066 2025-09-07T06:59:47.6236155Z * [new tag] ciflow/trunk/162089 -> ciflow/trunk/162089 2025-09-07T06:59:47.6237169Z * [new tag] ciflow/trunk/162099 -> ciflow/trunk/162099 2025-09-07T06:59:47.6238268Z * [new tag] ciflow/trunk/162104 -> ciflow/trunk/162104 2025-09-07T06:59:47.6239284Z * [new tag] ciflow/trunk/162106 -> ciflow/trunk/162106 2025-09-07T06:59:47.6240312Z * [new tag] ciflow/trunk/162112 -> ciflow/trunk/162112 2025-09-07T06:59:47.6241321Z * [new tag] ciflow/trunk/162119 -> ciflow/trunk/162119 2025-09-07T06:59:47.6242348Z * [new tag] ciflow/trunk/162142 -> ciflow/trunk/162142 2025-09-07T06:59:47.6243461Z * [new tag] ciflow/trunk/162169 -> ciflow/trunk/162169 2025-09-07T06:59:47.6244433Z * [new tag] ciflow/trunk/162183 -> ciflow/trunk/162183 2025-09-07T06:59:47.6245420Z * [new tag] ciflow/trunk/162190 -> ciflow/trunk/162190 2025-09-07T06:59:47.6246515Z * [new tag] ciflow/trunk/162194 -> ciflow/trunk/162194 2025-09-07T06:59:47.6247577Z * [new tag] ciflow/trunk/162200 -> ciflow/trunk/162200 2025-09-07T06:59:47.6248563Z * [new tag] ciflow/trunk/162206 -> ciflow/trunk/162206 2025-09-07T06:59:47.6249623Z * [new tag] ciflow/trunk/162208 -> ciflow/trunk/162208 2025-09-07T06:59:47.6250740Z * [new tag] ciflow/trunk/162222 -> ciflow/trunk/162222 2025-09-07T06:59:47.6251733Z * [new tag] ciflow/trunk/162238 -> ciflow/trunk/162238 2025-09-07T06:59:47.6253156Z * [new tag] ciflow/trunk/162244 -> ciflow/trunk/162244 2025-09-07T06:59:47.6254393Z * [new tag] ciflow/trunk/162267 -> ciflow/trunk/162267 2025-09-07T06:59:47.6255565Z * [new tag] ciflow/trunk/162269 -> ciflow/trunk/162269 2025-09-07T06:59:47.6256576Z * [new tag] ciflow/trunk/162278 -> ciflow/trunk/162278 2025-09-07T06:59:47.6257622Z * [new tag] ciflow/trunk/162286 -> ciflow/trunk/162286 2025-09-07T06:59:47.6258655Z * [new tag] ciflow/trunk/162288 -> ciflow/trunk/162288 2025-09-07T06:59:47.6259703Z * [new tag] ciflow/trunk/162293 -> ciflow/trunk/162293 2025-09-07T06:59:47.6260889Z * [new tag] ciflow/trunk/162310 -> ciflow/trunk/162310 2025-09-07T06:59:47.6261882Z * [new tag] ciflow/trunk/162311 -> ciflow/trunk/162311 2025-09-07T06:59:47.6262878Z * [new tag] ciflow/trunk/162315 -> ciflow/trunk/162315 2025-09-07T06:59:47.6263908Z * [new tag] ciflow/trunk/162325 -> ciflow/trunk/162325 2025-09-07T06:59:47.6265066Z * [new tag] ciflow/trunk/162328 -> ciflow/trunk/162328 2025-09-07T06:59:47.6266091Z * [new tag] ciflow/trunk/162329 -> ciflow/trunk/162329 2025-09-07T06:59:47.6267471Z * [new tag] ciflow/unstable/123 -> ciflow/unstable/123 2025-09-07T06:59:47.6268698Z * [new tag] ciflow/vllm/162292 -> ciflow/vllm/162292 2025-09-07T06:59:47.6269850Z * [new tag] ciflow/win-arm64/156049 -> ciflow/win-arm64/156049 2025-09-07T06:59:47.6270809Z * [new tag] ciflow/win-arm64/158104 -> ciflow/win-arm64/158104 2025-09-07T06:59:47.6271966Z * [new tag] ciflow/xpu/157699 -> ciflow/xpu/157699 2025-09-07T06:59:47.6272947Z * [new tag] ciflow/xpu/157994 -> ciflow/xpu/157994 2025-09-07T06:59:47.6274006Z * [new tag] ciflow/xpu/159459 -> ciflow/xpu/159459 2025-09-07T06:59:47.6274935Z * [new tag] ciflow/xpu/159718 -> ciflow/xpu/159718 2025-09-07T06:59:47.6275889Z * [new tag] ciflow/xpu/159944 -> ciflow/xpu/159944 2025-09-07T06:59:47.6276953Z * [new tag] ciflow/xpu/160867 -> ciflow/xpu/160867 2025-09-07T06:59:47.6277984Z * [new tag] ciflow/xpu/160938 -> ciflow/xpu/160938 2025-09-07T06:59:47.6278898Z * [new tag] ciflow/xpu/160940 -> ciflow/xpu/160940 2025-09-07T06:59:47.6279862Z * [new tag] ciflow/xpu/160953 -> ciflow/xpu/160953 2025-09-07T06:59:47.6280994Z * [new tag] ciflow/xpu/161045 -> ciflow/xpu/161045 2025-09-07T06:59:47.6282144Z * [new tag] ciflow/xpu/161058 -> ciflow/xpu/161058 2025-09-07T06:59:47.6283455Z * [new tag] ciflow/xpu/161246 -> ciflow/xpu/161246 2025-09-07T06:59:47.6284792Z * [new tag] ciflow/xpu/161397 -> ciflow/xpu/161397 2025-09-07T06:59:47.6286026Z * [new tag] ciflow/xpu/161485 -> ciflow/xpu/161485 2025-09-07T06:59:47.6287119Z * [new tag] ciflow/xpu/161988 -> ciflow/xpu/161988 2025-09-07T06:59:47.6288114Z * [new tag] ciflow/xpu/162062 -> ciflow/xpu/162062 2025-09-07T06:59:47.6289143Z * [new tag] cslpull75 -> cslpull75 2025-09-07T06:59:47.6290200Z * [new tag] cslpull76 -> cslpull76 2025-09-07T06:59:47.6291231Z * [new tag] cslpull77 -> cslpull77 2025-09-07T06:59:47.6292288Z * [new tag] cslpull78 -> cslpull78 2025-09-07T06:59:47.6293592Z * [new tag] cslpull79 -> cslpull79 2025-09-07T06:59:47.6295033Z * [new tag] cslpull80 -> cslpull80 2025-09-07T06:59:47.6296111Z * [new tag] cslpull81 -> cslpull81 2025-09-07T06:59:47.6297224Z * [new tag] cslpull82 -> cslpull82 2025-09-07T06:59:47.6298331Z * [new tag] cslpull83 -> cslpull83 2025-09-07T06:59:47.6299454Z * [new tag] cslpull84 -> cslpull84 2025-09-07T06:59:47.6300588Z * [new tag] cslpull85 -> cslpull85 2025-09-07T06:59:47.6301727Z * [new tag] cslpull86 -> cslpull86 2025-09-07T06:59:47.6302814Z * [new tag] cslpull87 -> cslpull87 2025-09-07T06:59:47.6304038Z * [new tag] cslpull88 -> cslpull88 2025-09-07T06:59:47.6305124Z * [new tag] cslpull89 -> cslpull89 2025-09-07T06:59:47.6306040Z * [new tag] cslpull90 -> cslpull90 2025-09-07T06:59:47.6307460Z * [new tag] cslpull91 -> cslpull91 2025-09-07T06:59:47.6308575Z * [new tag] cslpull92 -> cslpull92 2025-09-07T06:59:47.6309650Z * [new tag] flight_5 -> flight_5 2025-09-07T06:59:47.6311028Z * [new tag] flight_5.1 -> flight_5.1 2025-09-07T06:59:47.6312151Z * [new tag] flight_5.2 -> flight_5.2 2025-09-07T06:59:47.6313223Z * [new tag] flight_5.3 -> flight_5.3 2025-09-07T06:59:47.6314376Z * [new tag] forpull1 -> forpull1 2025-09-07T06:59:47.6315684Z * [new tag] malfet/tag-2ef5611 -> malfet/tag-2ef5611 2025-09-07T06:59:47.6316758Z * [new tag] malfet/tag-317b1a0 -> malfet/tag-317b1a0 2025-09-07T06:59:47.6317849Z * [new tag] malfet/tag-ec6f767 -> malfet/tag-ec6f767 2025-09-07T06:59:47.6319044Z * [new tag] nightly-binary -> nightly-binary 2025-09-07T06:59:47.6320006Z * [new tag] sqzhang_flight4_plus -> sqzhang_flight4_plus 2025-09-07T06:59:47.6321195Z * [new tag] sqzhang_flight_3 -> sqzhang_flight_3 2025-09-07T06:59:47.6322760Z * [new tag] trunk/00636e0171e7e733628c408084805442270cf608 -> trunk/00636e0171e7e733628c408084805442270cf608 2025-09-07T06:59:47.6323857Z * [new tag] trunk/019fed39aa6b2dd8c69347378d53423e5efae8d4 -> trunk/019fed39aa6b2dd8c69347378d53423e5efae8d4 2025-09-07T06:59:47.6325258Z * [new tag] trunk/01ab325cc2e0dc221af4d710974e1b9175066544 -> trunk/01ab325cc2e0dc221af4d710974e1b9175066544 2025-09-07T06:59:47.6326799Z * [new tag] trunk/01edcd4df8bf0c7b4cc2d3ec868bd2059eeea83b -> trunk/01edcd4df8bf0c7b4cc2d3ec868bd2059eeea83b 2025-09-07T06:59:47.6327958Z * [new tag] trunk/040d00af048967dde7938d358d7f5988cbd18388 -> trunk/040d00af048967dde7938d358d7f5988cbd18388 2025-09-07T06:59:47.6329646Z * [new tag] trunk/0447f2d99b4351b2ff129dce6eebb371024f73e5 -> trunk/0447f2d99b4351b2ff129dce6eebb371024f73e5 2025-09-07T06:59:47.6330827Z * [new tag] trunk/047603d35bdc70046216384838d6340feab79bf4 -> trunk/047603d35bdc70046216384838d6340feab79bf4 2025-09-07T06:59:47.6332009Z * [new tag] trunk/06da7c0730b3764f178ec3a90dedf4ffa4202d81 -> trunk/06da7c0730b3764f178ec3a90dedf4ffa4202d81 2025-09-07T06:59:47.6333248Z * [new tag] trunk/081cab045472ce045634548cc6c14a4870641e23 -> trunk/081cab045472ce045634548cc6c14a4870641e23 2025-09-07T06:59:47.6334413Z * [new tag] trunk/09587daf8c9f21f5340f73921ce5f23d1a4a4572 -> trunk/09587daf8c9f21f5340f73921ce5f23d1a4a4572 2025-09-07T06:59:47.6335562Z * [new tag] trunk/09be1890d72cc34fc946965dc4a27736bf0ca8c6 -> trunk/09be1890d72cc34fc946965dc4a27736bf0ca8c6 2025-09-07T06:59:47.6336696Z * [new tag] trunk/09d2f1b6315d6d416fbf452793d65795863ebc66 -> trunk/09d2f1b6315d6d416fbf452793d65795863ebc66 2025-09-07T06:59:47.6337828Z * [new tag] trunk/0af70e2353e1dcda83175fd4834ecb7b63e009e0 -> trunk/0af70e2353e1dcda83175fd4834ecb7b63e009e0 2025-09-07T06:59:47.6339513Z * [new tag] trunk/0c0e056a9e20c17271a6144dd32c0c7e3ba26736 -> trunk/0c0e056a9e20c17271a6144dd32c0c7e3ba26736 2025-09-07T06:59:47.6340697Z * [new tag] trunk/0cd6c56bdfa9178ff61be82ce3b178926ddb64a9 -> trunk/0cd6c56bdfa9178ff61be82ce3b178926ddb64a9 2025-09-07T06:59:47.6341860Z * [new tag] trunk/0d421ace32c1605ee8e452ee1eeb03bd243dd96c -> trunk/0d421ace32c1605ee8e452ee1eeb03bd243dd96c 2025-09-07T06:59:47.6343248Z * [new tag] trunk/0d71a9dd5b4b6d1dde58d91c9b71d96bc6a6a171 -> trunk/0d71a9dd5b4b6d1dde58d91c9b71d96bc6a6a171 2025-09-07T06:59:47.6344253Z * [new tag] trunk/0d84ff3b78f55492d3d4708458c92d776274939e -> trunk/0d84ff3b78f55492d3d4708458c92d776274939e 2025-09-07T06:59:47.6345476Z * [new tag] trunk/0f45aaf4414048b17d720d0915ce221a8de8ec63 -> trunk/0f45aaf4414048b17d720d0915ce221a8de8ec63 2025-09-07T06:59:47.6346642Z * [new tag] trunk/0ff8eabf1387de5acd6712a03bda61f1a3dfa27f -> trunk/0ff8eabf1387de5acd6712a03bda61f1a3dfa27f 2025-09-07T06:59:47.6347781Z * [new tag] trunk/104f2680e03d13a4765ca69f905d8f16fc0c822f -> trunk/104f2680e03d13a4765ca69f905d8f16fc0c822f 2025-09-07T06:59:47.6348933Z * [new tag] trunk/12814701555d3e41dfcdf8f9273af5821e322df0 -> trunk/12814701555d3e41dfcdf8f9273af5821e322df0 2025-09-07T06:59:47.6350105Z * [new tag] trunk/13b65196db422bdb394cb482e208c61ed448898c -> trunk/13b65196db422bdb394cb482e208c61ed448898c 2025-09-07T06:59:47.6351213Z * [new tag] trunk/13d66e2a66eceed14b8a8f5a971087df4f688a46 -> trunk/13d66e2a66eceed14b8a8f5a971087df4f688a46 2025-09-07T06:59:47.6352328Z * [new tag] trunk/145a3a7bda15e3963a33eb1b54bba5d4a270b225 -> trunk/145a3a7bda15e3963a33eb1b54bba5d4a270b225 2025-09-07T06:59:47.6353450Z * [new tag] trunk/146371483318e17929daefd37c8e459d9d6d47bb -> trunk/146371483318e17929daefd37c8e459d9d6d47bb 2025-09-07T06:59:47.6354682Z * [new tag] trunk/15c77a8cfd341e74fd124b077492ef2bfa51b339 -> trunk/15c77a8cfd341e74fd124b077492ef2bfa51b339 2025-09-07T06:59:47.6355872Z * [new tag] trunk/17fa8eec4a1e32939ab4d364ee6e75487a79b654 -> trunk/17fa8eec4a1e32939ab4d364ee6e75487a79b654 2025-09-07T06:59:47.6357423Z * [new tag] trunk/190c391a28845a14df26abb228d26aa813efb20c -> trunk/190c391a28845a14df26abb228d26aa813efb20c 2025-09-07T06:59:47.6358617Z * [new tag] trunk/1a588ace4667bde1331fbd8ed957157dca5cee68 -> trunk/1a588ace4667bde1331fbd8ed957157dca5cee68 2025-09-07T06:59:47.6359792Z * [new tag] trunk/1aa7476885e8f6e7b0ec3a5b6383aad9d3f343e7 -> trunk/1aa7476885e8f6e7b0ec3a5b6383aad9d3f343e7 2025-09-07T06:59:47.6360684Z * [new tag] trunk/1aeb421c342c9e9607842f4c87cb46e8e816ee53 -> trunk/1aeb421c342c9e9607842f4c87cb46e8e816ee53 2025-09-07T06:59:47.6361939Z * [new tag] trunk/1c1b28d5b6a942fafe23b2f09302d93c25226d4a -> trunk/1c1b28d5b6a942fafe23b2f09302d93c25226d4a 2025-09-07T06:59:47.6363081Z * [new tag] trunk/1ebd70d0c0d562d3be9abdee2a21906584af7d99 -> trunk/1ebd70d0c0d562d3be9abdee2a21906584af7d99 2025-09-07T06:59:47.6364249Z * [new tag] trunk/1ec2c15914da4ef7bd926ed9aebc8671c75fe965 -> trunk/1ec2c15914da4ef7bd926ed9aebc8671c75fe965 2025-09-07T06:59:47.6365468Z * [new tag] trunk/1f51056bd64e73d1aa81321bc3c098575b1bc78a -> trunk/1f51056bd64e73d1aa81321bc3c098575b1bc78a 2025-09-07T06:59:47.6366724Z * [new tag] trunk/1f820de639c75a1562d3fb03f160439f853ae07b -> trunk/1f820de639c75a1562d3fb03f160439f853ae07b 2025-09-07T06:59:47.6367938Z * [new tag] trunk/204697f0e695d82894c5010fbec664c4391f90cc -> trunk/204697f0e695d82894c5010fbec664c4391f90cc 2025-09-07T06:59:47.6369045Z * [new tag] trunk/20629b1619fe636227d01fc85ba221daa7185a05 -> trunk/20629b1619fe636227d01fc85ba221daa7185a05 2025-09-07T06:59:47.6370171Z * [new tag] trunk/20b47acef845e9c4f71da9429a396d293f50ebe7 -> trunk/20b47acef845e9c4f71da9429a396d293f50ebe7 2025-09-07T06:59:47.6371306Z * [new tag] trunk/20bfb2539d7c5250379648eda35f80b8a7d642dd -> trunk/20bfb2539d7c5250379648eda35f80b8a7d642dd 2025-09-07T06:59:47.6372555Z * [new tag] trunk/21fae99c180d17def562797ea0fb154d8fdf88e3 -> trunk/21fae99c180d17def562797ea0fb154d8fdf88e3 2025-09-07T06:59:47.6373772Z * [new tag] trunk/248355faf53f9f7ba2fd0a367d59600c6d991e7f -> trunk/248355faf53f9f7ba2fd0a367d59600c6d991e7f 2025-09-07T06:59:47.6374876Z * [new tag] trunk/25f4aaed9ec26f39c13862323ff8582006473d23 -> trunk/25f4aaed9ec26f39c13862323ff8582006473d23 2025-09-07T06:59:47.6376006Z * [new tag] trunk/261a84a1764412f8e659c956e3f81997ec3de9d5 -> trunk/261a84a1764412f8e659c956e3f81997ec3de9d5 2025-09-07T06:59:47.6377300Z * [new tag] trunk/28f4ab0737937858730f29f5c4e601e109cf9d5f -> trunk/28f4ab0737937858730f29f5c4e601e109cf9d5f 2025-09-07T06:59:47.6378409Z * [new tag] trunk/291cd11f2d5df6f48d348cce0e4e762f274f4dc4 -> trunk/291cd11f2d5df6f48d348cce0e4e762f274f4dc4 2025-09-07T06:59:47.6379597Z * [new tag] trunk/29280864d941e6108ab57f7298f520c0cf9696e9 -> trunk/29280864d941e6108ab57f7298f520c0cf9696e9 2025-09-07T06:59:47.6380746Z * [new tag] trunk/2a45837e98c63cae9d1a2e2133a727b829e549d5 -> trunk/2a45837e98c63cae9d1a2e2133a727b829e549d5 2025-09-07T06:59:47.6381908Z * [new tag] trunk/2a5c0785e2f975697fd7bdf1411de6e03dcaa1ef -> trunk/2a5c0785e2f975697fd7bdf1411de6e03dcaa1ef 2025-09-07T06:59:47.6383203Z * [new tag] trunk/2b8a83901c58a0858ea9e4ce00055f48e6ed164c -> trunk/2b8a83901c58a0858ea9e4ce00055f48e6ed164c 2025-09-07T06:59:47.6384367Z * [new tag] trunk/2ba65472dd54488a86a50326ea990195fc6732d6 -> trunk/2ba65472dd54488a86a50326ea990195fc6732d6 2025-09-07T06:59:47.6385529Z * [new tag] trunk/2c03f0acc53ed13fe8ebfe809129f25996e009a0 -> trunk/2c03f0acc53ed13fe8ebfe809129f25996e009a0 2025-09-07T06:59:47.6386661Z * [new tag] trunk/2dd529df0092799f68ee7afcf52338276906706a -> trunk/2dd529df0092799f68ee7afcf52338276906706a 2025-09-07T06:59:47.6387815Z * [new tag] trunk/2f6b4b1ad3f82bb3bd984f6e65744ea339ffb8b5 -> trunk/2f6b4b1ad3f82bb3bd984f6e65744ea339ffb8b5 2025-09-07T06:59:47.6388963Z * [new tag] trunk/2fa0520a64ed8aa734a56c4d124958f0b5711ca8 -> trunk/2fa0520a64ed8aa734a56c4d124958f0b5711ca8 2025-09-07T06:59:47.6390133Z * [new tag] trunk/302df2ac5dc4222294c09d48804a2dddb8f4bad8 -> trunk/302df2ac5dc4222294c09d48804a2dddb8f4bad8 2025-09-07T06:59:47.6391086Z * [new tag] trunk/33028597bfa2e0178e28c8cce33cb9b3800cac43 -> trunk/33028597bfa2e0178e28c8cce33cb9b3800cac43 2025-09-07T06:59:47.6392408Z * [new tag] trunk/34aa78274d6770086025a967fa63a86830e08176 -> trunk/34aa78274d6770086025a967fa63a86830e08176 2025-09-07T06:59:47.6393563Z * [new tag] trunk/3559c354ce6a14d11fe29fb12fa2747a2f2af449 -> trunk/3559c354ce6a14d11fe29fb12fa2747a2f2af449 2025-09-07T06:59:47.6394538Z * [new tag] trunk/36d207fcaaede0d1e58a5168084c307b32b6fd8b -> trunk/36d207fcaaede0d1e58a5168084c307b32b6fd8b 2025-09-07T06:59:47.6395589Z * [new tag] trunk/377033757ae5ca524ea842f1b0a5f446ed3d8fe0 -> trunk/377033757ae5ca524ea842f1b0a5f446ed3d8fe0 2025-09-07T06:59:47.6396719Z * [new tag] trunk/3771380f83fcac154a7c89ad679311d8c4818287 -> trunk/3771380f83fcac154a7c89ad679311d8c4818287 2025-09-07T06:59:47.6397928Z * [new tag] trunk/3a207816cc569f78863d86c01f2a3d265350e39f -> trunk/3a207816cc569f78863d86c01f2a3d265350e39f 2025-09-07T06:59:47.6399062Z * [new tag] trunk/3a20a20e7065ec927fdd216d4da3b04f879b3c67 -> trunk/3a20a20e7065ec927fdd216d4da3b04f879b3c67 2025-09-07T06:59:47.6401541Z * [new tag] trunk/3bbc2e3e4f025523eaa5dbff220b3e96bca608d0 -> trunk/3bbc2e3e4f025523eaa5dbff220b3e96bca608d0 2025-09-07T06:59:47.6401831Z * [new tag] trunk/3c0ff1b569c45cfa6935ad8031a9d4cf1551aa3f -> trunk/3c0ff1b569c45cfa6935ad8031a9d4cf1551aa3f 2025-09-07T06:59:47.6407545Z * [new tag] trunk/3c45af079afc92a03b03ddf4f9198902ffcf30cf -> trunk/3c45af079afc92a03b03ddf4f9198902ffcf30cf 2025-09-07T06:59:47.6408088Z * [new tag] trunk/3dde5d7f9bf80dd6623a712bc429e9e4302464b5 -> trunk/3dde5d7f9bf80dd6623a712bc429e9e4302464b5 2025-09-07T06:59:47.6408382Z * [new tag] trunk/403a3a393cda7e60f503f3b04b8805a845dcf45d -> trunk/403a3a393cda7e60f503f3b04b8805a845dcf45d 2025-09-07T06:59:47.6408656Z * [new tag] trunk/420c52ecf36f86d32da0853bfbe074b682b070aa -> trunk/420c52ecf36f86d32da0853bfbe074b682b070aa 2025-09-07T06:59:47.6408927Z * [new tag] trunk/43b7c86a2c0f91320f5c5f4827b111edff06fdb6 -> trunk/43b7c86a2c0f91320f5c5f4827b111edff06fdb6 2025-09-07T06:59:47.6409199Z * [new tag] trunk/451ed931562ec8b46d1f7e6c266a68132a119336 -> trunk/451ed931562ec8b46d1f7e6c266a68132a119336 2025-09-07T06:59:47.6410009Z * [new tag] trunk/480c7391126656154318fabf1d57ebc01e196e63 -> trunk/480c7391126656154318fabf1d57ebc01e196e63 2025-09-07T06:59:47.6411574Z * [new tag] trunk/48bedd753da22634aa94fbafeb731e82025404f3 -> trunk/48bedd753da22634aa94fbafeb731e82025404f3 2025-09-07T06:59:47.6412351Z * [new tag] trunk/494878a11b79071ada0b98f34042d47155be6d1c -> trunk/494878a11b79071ada0b98f34042d47155be6d1c 2025-09-07T06:59:47.6413758Z * [new tag] trunk/4ae57d448c0a7d37e4cfd5c27d977fad2cef4051 -> trunk/4ae57d448c0a7d37e4cfd5c27d977fad2cef4051 2025-09-07T06:59:47.6414862Z * [new tag] trunk/4cdaf8265d86f984254b62052da8c26ef61ef1cf -> trunk/4cdaf8265d86f984254b62052da8c26ef61ef1cf 2025-09-07T06:59:47.6415734Z * [new tag] trunk/4d4abec80f03cd8fdefe1d9cb3a60d3690cd777e -> trunk/4d4abec80f03cd8fdefe1d9cb3a60d3690cd777e 2025-09-07T06:59:47.6417112Z * [new tag] trunk/4e42aa8ffc44b8340eb0eeaf80a2cafc4763a186 -> trunk/4e42aa8ffc44b8340eb0eeaf80a2cafc4763a186 2025-09-07T06:59:47.6418473Z * [new tag] trunk/4f72d932feee0749397fec876dcd43994f50b215 -> trunk/4f72d932feee0749397fec876dcd43994f50b215 2025-09-07T06:59:47.6419311Z * [new tag] trunk/50fc22dedf3c4a27be61fa05551c4f320281b42d -> trunk/50fc22dedf3c4a27be61fa05551c4f320281b42d 2025-09-07T06:59:47.6420553Z * [new tag] trunk/5211f1f908907ffc064b56e43cf8659f7fc22aa9 -> trunk/5211f1f908907ffc064b56e43cf8659f7fc22aa9 2025-09-07T06:59:47.6421807Z * [new tag] trunk/524b78d4f67045b83bb69edc56ab16efe282971c -> trunk/524b78d4f67045b83bb69edc56ab16efe282971c 2025-09-07T06:59:47.6423005Z * [new tag] trunk/54e275e0d81fe1e1ccfa4fb5f2a5a9aaca00ca15 -> trunk/54e275e0d81fe1e1ccfa4fb5f2a5a9aaca00ca15 2025-09-07T06:59:47.6424102Z * [new tag] trunk/5561e45758d59c94605873d5db48ed459c004c3b -> trunk/5561e45758d59c94605873d5db48ed459c004c3b 2025-09-07T06:59:47.6425318Z * [new tag] trunk/57278d45f046d4f89f45d373b1af4dd56934ff24 -> trunk/57278d45f046d4f89f45d373b1af4dd56934ff24 2025-09-07T06:59:47.6426504Z * [new tag] trunk/5927a70934ccf7b70182d364c23245a7dd685503 -> trunk/5927a70934ccf7b70182d364c23245a7dd685503 2025-09-07T06:59:47.6427669Z * [new tag] trunk/5985e28912aeb40b103ebfcf2fd0665eb4a50599 -> trunk/5985e28912aeb40b103ebfcf2fd0665eb4a50599 2025-09-07T06:59:47.6428817Z * [new tag] trunk/5a2da090ed6db88bb657c4e51ec0b310cd08bff6 -> trunk/5a2da090ed6db88bb657c4e51ec0b310cd08bff6 2025-09-07T06:59:47.6429993Z * [new tag] trunk/5c473e9f5ee0ef0fc38e6cf34a95b547f8cdc8d5 -> trunk/5c473e9f5ee0ef0fc38e6cf34a95b547f8cdc8d5 2025-09-07T06:59:47.6431157Z * [new tag] trunk/5c67426d6847667a7c55a2dd01f470fa37238c18 -> trunk/5c67426d6847667a7c55a2dd01f470fa37238c18 2025-09-07T06:59:47.6432218Z * [new tag] trunk/5da573c42c332bc68d4b7946c69f690a876d951a -> trunk/5da573c42c332bc68d4b7946c69f690a876d951a 2025-09-07T06:59:47.6433485Z * [new tag] trunk/5e5870e858f60ff4bf87d03f3592097e934a9580 -> trunk/5e5870e858f60ff4bf87d03f3592097e934a9580 2025-09-07T06:59:47.6434353Z * [new tag] trunk/5f3cbc9442aa55b5afb29f4ac8ca9be569003e84 -> trunk/5f3cbc9442aa55b5afb29f4ac8ca9be569003e84 2025-09-07T06:59:47.6435779Z * [new tag] trunk/600c25e9a17fe56e3dee872be8854db08916ba0c -> trunk/600c25e9a17fe56e3dee872be8854db08916ba0c 2025-09-07T06:59:47.6436649Z * [new tag] trunk/601ae8e4831fc8123fffcfb8fd2e6b6381b42e14 -> trunk/601ae8e4831fc8123fffcfb8fd2e6b6381b42e14 2025-09-07T06:59:47.6438107Z * [new tag] trunk/6087ef41e54c2494b117ffd923faf20f515a6806 -> trunk/6087ef41e54c2494b117ffd923faf20f515a6806 2025-09-07T06:59:47.6439297Z * [new tag] trunk/626cb7df8161dd4ecb4fe43b60f37ce9076f56b1 -> trunk/626cb7df8161dd4ecb4fe43b60f37ce9076f56b1 2025-09-07T06:59:47.6440375Z * [new tag] trunk/62c3f9a97fd3dea7132a93066d32d893ffe101e6 -> trunk/62c3f9a97fd3dea7132a93066d32d893ffe101e6 2025-09-07T06:59:47.6441525Z * [new tag] trunk/63a9c23fe99eacfd09610c36dfe8f01b053c1a35 -> trunk/63a9c23fe99eacfd09610c36dfe8f01b053c1a35 2025-09-07T06:59:47.6442782Z * [new tag] trunk/65985937d97505f648b6ed852c3129f2dd08b251 -> trunk/65985937d97505f648b6ed852c3129f2dd08b251 2025-09-07T06:59:47.6444240Z * [new tag] trunk/66f3b4a682a6153517dd23369fdc3289b6494b07 -> trunk/66f3b4a682a6153517dd23369fdc3289b6494b07 2025-09-07T06:59:47.6445412Z * [new tag] trunk/6737e2c996990024187ba620d2764f3b6f6add2c -> trunk/6737e2c996990024187ba620d2764f3b6f6add2c 2025-09-07T06:59:47.6446340Z * [new tag] trunk/67c31dcd364f10072a55f4a30ffd1151c686283a -> trunk/67c31dcd364f10072a55f4a30ffd1151c686283a 2025-09-07T06:59:47.6447898Z * [new tag] trunk/68738beff73e9c3512e18b4edea811a897ce42db -> trunk/68738beff73e9c3512e18b4edea811a897ce42db 2025-09-07T06:59:47.6448998Z * [new tag] trunk/69a25f68884a168550695fdb1a7c310c54d29536 -> trunk/69a25f68884a168550695fdb1a7c310c54d29536 2025-09-07T06:59:47.6450128Z * [new tag] trunk/6b1900c22f1a07b9519346898d4c71d8a2b0f12f -> trunk/6b1900c22f1a07b9519346898d4c71d8a2b0f12f 2025-09-07T06:59:47.6451278Z * [new tag] trunk/6b8b3ac4403f771bd4a8f9a45d93347304148774 -> trunk/6b8b3ac4403f771bd4a8f9a45d93347304148774 2025-09-07T06:59:47.6452475Z * [new tag] trunk/6f7608d603834d6068b2e7a5d59bec3973b6bb1b -> trunk/6f7608d603834d6068b2e7a5d59bec3973b6bb1b 2025-09-07T06:59:47.6453682Z * [new tag] trunk/70d36e047dfb3488fd6335016711a784d810ebda -> trunk/70d36e047dfb3488fd6335016711a784d810ebda 2025-09-07T06:59:47.6454837Z * [new tag] trunk/71992dd805ff9d6763f77214dfe8b0465e88c87b -> trunk/71992dd805ff9d6763f77214dfe8b0465e88c87b 2025-09-07T06:59:47.6455951Z * [new tag] trunk/734ce8eba9c69381f187359bf0fef1d71d84cd20 -> trunk/734ce8eba9c69381f187359bf0fef1d71d84cd20 2025-09-07T06:59:47.6457125Z * [new tag] trunk/73eb4511fb863a37944342b7e92aae706de603c8 -> trunk/73eb4511fb863a37944342b7e92aae706de603c8 2025-09-07T06:59:47.6458337Z * [new tag] trunk/75bc23cfc345bd4c05e7f97c416c4b3d2d1fa64b -> trunk/75bc23cfc345bd4c05e7f97c416c4b3d2d1fa64b 2025-09-07T06:59:47.6459485Z * [new tag] trunk/771f369448321a387f2018535bc8b8b6e5f12fab -> trunk/771f369448321a387f2018535bc8b8b6e5f12fab 2025-09-07T06:59:47.6460700Z * [new tag] trunk/789d4942127143f2adcb53612c058ce4c9a2cf20 -> trunk/789d4942127143f2adcb53612c058ce4c9a2cf20 2025-09-07T06:59:47.6461537Z * [new tag] trunk/791eff96c85678c950888f9da24650083ee673fe -> trunk/791eff96c85678c950888f9da24650083ee673fe 2025-09-07T06:59:47.6462752Z * [new tag] trunk/793fc12aff1f69fbbf9f4278182fb52bbe350fc9 -> trunk/793fc12aff1f69fbbf9f4278182fb52bbe350fc9 2025-09-07T06:59:47.6463848Z * [new tag] trunk/79fcd5247a9a129eee526a14df30bfc6a22b3f01 -> trunk/79fcd5247a9a129eee526a14df30bfc6a22b3f01 2025-09-07T06:59:47.6464968Z * [new tag] trunk/7f4ff79210eb06924f223ae3a1941ee0e2635348 -> trunk/7f4ff79210eb06924f223ae3a1941ee0e2635348 2025-09-07T06:59:47.6466199Z * [new tag] trunk/8076a185c85112be62be292eb47409c88a585b1c -> trunk/8076a185c85112be62be292eb47409c88a585b1c 2025-09-07T06:59:47.6467379Z * [new tag] trunk/80dd397f1979371a5583fa3d5c7352029522a78d -> trunk/80dd397f1979371a5583fa3d5c7352029522a78d 2025-09-07T06:59:47.6468140Z * [new tag] trunk/8171d6052ec12628eb67e0040839314056014429 -> trunk/8171d6052ec12628eb67e0040839314056014429 2025-09-07T06:59:47.6469448Z * [new tag] trunk/81aeefa657b7ccc26b275c50a9f33b2f056e8071 -> trunk/81aeefa657b7ccc26b275c50a9f33b2f056e8071 2025-09-07T06:59:47.6470614Z * [new tag] trunk/81b7b16618bda250ce55982894a83dc0805eb64c -> trunk/81b7b16618bda250ce55982894a83dc0805eb64c 2025-09-07T06:59:47.6471775Z * [new tag] trunk/827f0d405448de31f79d1089f7d7fceab2f87895 -> trunk/827f0d405448de31f79d1089f7d7fceab2f87895 2025-09-07T06:59:47.6472981Z * [new tag] trunk/82f63c8f6de63c30132a8ac299b6e8c2fd0d3fe8 -> trunk/82f63c8f6de63c30132a8ac299b6e8c2fd0d3fe8 2025-09-07T06:59:47.6474219Z * [new tag] trunk/850e1382a9c56bfde18af09d3e72352d775e9435 -> trunk/850e1382a9c56bfde18af09d3e72352d775e9435 2025-09-07T06:59:47.6475429Z * [new tag] trunk/8678d831c48e616b717bff50f2d03141d2e9f965 -> trunk/8678d831c48e616b717bff50f2d03141d2e9f965 2025-09-07T06:59:47.6476649Z * [new tag] trunk/869cbcc16e489a4f5a14a93d5779b0ea86061c60 -> trunk/869cbcc16e489a4f5a14a93d5779b0ea86061c60 2025-09-07T06:59:47.6477915Z * [new tag] trunk/8703debf669bc2238211bfd039f4ecdd8228b7f7 -> trunk/8703debf669bc2238211bfd039f4ecdd8228b7f7 2025-09-07T06:59:47.6479081Z * [new tag] trunk/874069fbe46e82da5cfa405e6c0deb12e89ff608 -> trunk/874069fbe46e82da5cfa405e6c0deb12e89ff608 2025-09-07T06:59:47.6480685Z * [new tag] trunk/8875d6e394da2fffd04f31b28bf258c94d4776a3 -> trunk/8875d6e394da2fffd04f31b28bf258c94d4776a3 2025-09-07T06:59:47.6481887Z * [new tag] trunk/88d94d17e8c5155451393afa6eb3bab48ab61c16 -> trunk/88d94d17e8c5155451393afa6eb3bab48ab61c16 2025-09-07T06:59:47.6483249Z * [new tag] trunk/890626632def7e0ef95a2d01e87a0e4627824a9f -> trunk/890626632def7e0ef95a2d01e87a0e4627824a9f 2025-09-07T06:59:47.6484356Z * [new tag] trunk/8975cda2520b7b1b5bc3b4d8213edf261fa82570 -> trunk/8975cda2520b7b1b5bc3b4d8213edf261fa82570 2025-09-07T06:59:47.6485721Z * [new tag] trunk/89d41d3f61d04f14730ec26f008a59bef6624610 -> trunk/89d41d3f61d04f14730ec26f008a59bef6624610 2025-09-07T06:59:47.6486808Z * [new tag] trunk/8bb213b6d599ef1273fe52f9b1f6d476056c3a41 -> trunk/8bb213b6d599ef1273fe52f9b1f6d476056c3a41 2025-09-07T06:59:47.6488046Z * [new tag] trunk/8e23a1227b5fb2e39afaa7d57c075a75b640a5af -> trunk/8e23a1227b5fb2e39afaa7d57c075a75b640a5af 2025-09-07T06:59:47.6489509Z * [new tag] trunk/8ec551bb354ab2b85fbbba9d461740a20366d248 -> trunk/8ec551bb354ab2b85fbbba9d461740a20366d248 2025-09-07T06:59:47.6490782Z * [new tag] trunk/8fd3c9ce919c8d5c645fd348bba517e948cbc29d -> trunk/8fd3c9ce919c8d5c645fd348bba517e948cbc29d 2025-09-07T06:59:47.6492178Z * [new tag] trunk/90f50f7e68e120d9574e6e3189e37b4280010ad9 -> trunk/90f50f7e68e120d9574e6e3189e37b4280010ad9 2025-09-07T06:59:47.6493403Z * [new tag] trunk/91f0bcf43fc0bc743350d491ac63b77e92054ac9 -> trunk/91f0bcf43fc0bc743350d491ac63b77e92054ac9 2025-09-07T06:59:47.6494653Z * [new tag] trunk/92576a594b8121f6b0b1b5a3ea16d08792fc68ab -> trunk/92576a594b8121f6b0b1b5a3ea16d08792fc68ab 2025-09-07T06:59:47.6495858Z * [new tag] trunk/92a43025e0baa1f2ce345f28d22913b518a1ab9d -> trunk/92a43025e0baa1f2ce345f28d22913b518a1ab9d 2025-09-07T06:59:47.6496845Z * [new tag] trunk/93fb23d6fae7c4e82c4239a1033e522088742634 -> trunk/93fb23d6fae7c4e82c4239a1033e522088742634 2025-09-07T06:59:47.6498049Z * [new tag] trunk/9458d1ac3bd70c2af316a8ba95d2c6c9c1199c9c -> trunk/9458d1ac3bd70c2af316a8ba95d2c6c9c1199c9c 2025-09-07T06:59:47.6499383Z * [new tag] trunk/9480cdc0b61488c89a23c2f64f43b2dcedc8728e -> trunk/9480cdc0b61488c89a23c2f64f43b2dcedc8728e 2025-09-07T06:59:47.6500572Z * [new tag] trunk/9491d289b329e4ba4a9f5f5b1be7960671bb7840 -> trunk/9491d289b329e4ba4a9f5f5b1be7960671bb7840 2025-09-07T06:59:47.6501757Z * [new tag] trunk/9499c8761cd2067feb9877414e818f6fd00290f1 -> trunk/9499c8761cd2067feb9877414e818f6fd00290f1 2025-09-07T06:59:47.6502849Z * [new tag] trunk/95ee0bfea99d3d346d6502b91b497d2b35795504 -> trunk/95ee0bfea99d3d346d6502b91b497d2b35795504 2025-09-07T06:59:47.6504037Z * [new tag] trunk/98374612fc2febd686be20761e56bdc2424bc36a -> trunk/98374612fc2febd686be20761e56bdc2424bc36a 2025-09-07T06:59:47.6505314Z * [new tag] trunk/98efc9e93d8fc61eb53cb91378443617cb550500 -> trunk/98efc9e93d8fc61eb53cb91378443617cb550500 2025-09-07T06:59:47.6506509Z * [new tag] trunk/994f2a5dbcbdc915da39bf6f6ce4d1f5e74835c9 -> trunk/994f2a5dbcbdc915da39bf6f6ce4d1f5e74835c9 2025-09-07T06:59:47.6507706Z * [new tag] trunk/99f356fa58c8d726cef022d8710f5491291158f6 -> trunk/99f356fa58c8d726cef022d8710f5491291158f6 2025-09-07T06:59:47.6509172Z * [new tag] trunk/9a1c5c0a078b94d13ac5c1ae0d754d19fb73bf99 -> trunk/9a1c5c0a078b94d13ac5c1ae0d754d19fb73bf99 2025-09-07T06:59:47.6510150Z * [new tag] trunk/9a665ca3c472384e9d722bddba79e5a7680f1abd -> trunk/9a665ca3c472384e9d722bddba79e5a7680f1abd 2025-09-07T06:59:47.6511686Z * [new tag] trunk/9aedb3cd87b52160872173c177f61053d97bed57 -> trunk/9aedb3cd87b52160872173c177f61053d97bed57 2025-09-07T06:59:47.6512740Z * [new tag] trunk/9b81fe281da41f2421506339d26b027a468902f4 -> trunk/9b81fe281da41f2421506339d26b027a468902f4 2025-09-07T06:59:47.6513951Z * [new tag] trunk/9bdcee01f86e2969cff1140cdecfca13cb51816e -> trunk/9bdcee01f86e2969cff1140cdecfca13cb51816e 2025-09-07T06:59:47.6515160Z * [new tag] trunk/9c03d6be87eedc06e524e202e07a7e776551a839 -> trunk/9c03d6be87eedc06e524e202e07a7e776551a839 2025-09-07T06:59:47.6516366Z * [new tag] trunk/9c957723a0fedd9c637e63e023a613019e2cab60 -> trunk/9c957723a0fedd9c637e63e023a613019e2cab60 2025-09-07T06:59:47.6517771Z * [new tag] trunk/9e5247f51d81735e5f1e65e80588985fa93bccc5 -> trunk/9e5247f51d81735e5f1e65e80588985fa93bccc5 2025-09-07T06:59:47.6518896Z * [new tag] trunk/9eadb37cdd699f7e8e8177a5227bfeb16184ef26 -> trunk/9eadb37cdd699f7e8e8177a5227bfeb16184ef26 2025-09-07T06:59:47.6520051Z * [new tag] trunk/a00cdc1e4159db73c9ffb3f25e93e55877709a29 -> trunk/a00cdc1e4159db73c9ffb3f25e93e55877709a29 2025-09-07T06:59:47.6521244Z * [new tag] trunk/a02ee4a816d11380c6f564c1aba64d56af5ba705 -> trunk/a02ee4a816d11380c6f564c1aba64d56af5ba705 2025-09-07T06:59:47.6522500Z * [new tag] trunk/a3c7f77e50f900721817934120d60c2361b3c40d -> trunk/a3c7f77e50f900721817934120d60c2361b3c40d 2025-09-07T06:59:47.6523742Z * [new tag] trunk/a3d72b09ae12126a2b7d4a63a45ac100a882a802 -> trunk/a3d72b09ae12126a2b7d4a63a45ac100a882a802 2025-09-07T06:59:47.6524962Z * [new tag] trunk/a3e5466002791da609fcb069155d8ee347baee92 -> trunk/a3e5466002791da609fcb069155d8ee347baee92 2025-09-07T06:59:47.6526148Z * [new tag] trunk/a714437093ed196eee28f7de454cf4c41badc098 -> trunk/a714437093ed196eee28f7de454cf4c41badc098 2025-09-07T06:59:47.6527493Z * [new tag] trunk/a75e8cd27098f290de0b7439685d05ce02e91356 -> trunk/a75e8cd27098f290de0b7439685d05ce02e91356 2025-09-07T06:59:47.6528554Z * [new tag] trunk/a8d6943d36c1c2a5f90d3573460695bad4b623ae -> trunk/a8d6943d36c1c2a5f90d3573460695bad4b623ae 2025-09-07T06:59:47.6529734Z * [new tag] trunk/a918bbad6ab20649ff82eefb48417ecbe96bcb34 -> trunk/a918bbad6ab20649ff82eefb48417ecbe96bcb34 2025-09-07T06:59:47.6531108Z * [new tag] trunk/a99d8d39bc842d6ebc3e368b178e4884d24b056e -> trunk/a99d8d39bc842d6ebc3e368b178e4884d24b056e 2025-09-07T06:59:47.6531972Z * [new tag] trunk/aac1a50a191b4102d566c9c1ea22f06d6c2e3f02 -> trunk/aac1a50a191b4102d566c9c1ea22f06d6c2e3f02 2025-09-07T06:59:47.6533403Z * [new tag] trunk/aad96a202244c7d0d120c04ba8db593edd8c0f92 -> trunk/aad96a202244c7d0d120c04ba8db593edd8c0f92 2025-09-07T06:59:47.6534575Z * [new tag] trunk/ab643e4dbbaf7b663d4237514cbf01af9b11565c -> trunk/ab643e4dbbaf7b663d4237514cbf01af9b11565c 2025-09-07T06:59:47.6535727Z * [new tag] trunk/abc447174cd2cf8591edbc70a9f836f9a5779f47 -> trunk/abc447174cd2cf8591edbc70a9f836f9a5779f47 2025-09-07T06:59:47.6537164Z * [new tag] trunk/acece97c3a9dceb63194e314da93fdf37cf15a0d -> trunk/acece97c3a9dceb63194e314da93fdf37cf15a0d 2025-09-07T06:59:47.6538269Z * [new tag] trunk/adae7f66aacf3f248c3101b858cf98d5809119fa -> trunk/adae7f66aacf3f248c3101b858cf98d5809119fa 2025-09-07T06:59:47.6539490Z * [new tag] trunk/ae0edc133e61e3b16caf0b2ee0ff3f33ab72af4c -> trunk/ae0edc133e61e3b16caf0b2ee0ff3f33ab72af4c 2025-09-07T06:59:47.6540647Z * [new tag] trunk/aed33a8fcbd60b052d4559d261390c5797129c6d -> trunk/aed33a8fcbd60b052d4559d261390c5797129c6d 2025-09-07T06:59:47.6541904Z * [new tag] trunk/b04e922712080a3652e438d05e8bb74e0cd2d238 -> trunk/b04e922712080a3652e438d05e8bb74e0cd2d238 2025-09-07T06:59:47.6543134Z * [new tag] trunk/b0a3e58dd71c1a039ac0ef51e5bd8f704f632f6f -> trunk/b0a3e58dd71c1a039ac0ef51e5bd8f704f632f6f 2025-09-07T06:59:47.6544351Z * [new tag] trunk/b16d3f4c8c01d461c2f01064e9ca5fa2b33f5cf1 -> trunk/b16d3f4c8c01d461c2f01064e9ca5fa2b33f5cf1 2025-09-07T06:59:47.6545533Z * [new tag] trunk/b18bb6796f210a183e687d9d64984a5a9d13cf09 -> trunk/b18bb6796f210a183e687d9d64984a5a9d13cf09 2025-09-07T06:59:47.6546719Z * [new tag] trunk/b1bb98ddebdd3e41bf7987372409bdce96ae55de -> trunk/b1bb98ddebdd3e41bf7987372409bdce96ae55de 2025-09-07T06:59:47.6547897Z * [new tag] trunk/b2b4add0e754411372060e1d7b4057a66439172b -> trunk/b2b4add0e754411372060e1d7b4057a66439172b 2025-09-07T06:59:47.6549077Z * [new tag] trunk/b2c7b9ad2dc5a7c0b61febd307761bd5bc2f0f05 -> trunk/b2c7b9ad2dc5a7c0b61febd307761bd5bc2f0f05 2025-09-07T06:59:47.6550594Z * [new tag] trunk/b40d9432be44a6b5974ee62e7d19c3c61c5ece37 -> trunk/b40d9432be44a6b5974ee62e7d19c3c61c5ece37 2025-09-07T06:59:47.6551521Z * [new tag] trunk/b4ad38279b178b7bd14355123c1101e2e853e77b -> trunk/b4ad38279b178b7bd14355123c1101e2e853e77b 2025-09-07T06:59:47.6552814Z * [new tag] trunk/b67c41039835bd9b20b83cd6233e86baaa5f5dde -> trunk/b67c41039835bd9b20b83cd6233e86baaa5f5dde 2025-09-07T06:59:47.6554108Z * [new tag] trunk/b6d0a9ea9056ede4f7024dbf3bd6c43be3aff49c -> trunk/b6d0a9ea9056ede4f7024dbf3bd6c43be3aff49c 2025-09-07T06:59:47.6555350Z * [new tag] trunk/b7dad7dd49448c88d0751fa2e29c70afe985f734 -> trunk/b7dad7dd49448c88d0751fa2e29c70afe985f734 2025-09-07T06:59:47.6556721Z * [new tag] trunk/b7e207ca9f046ddd716076965a0cce403ba99052 -> trunk/b7e207ca9f046ddd716076965a0cce403ba99052 2025-09-07T06:59:47.6558064Z * [new tag] trunk/b919560c4a7010e2d89facee25586269a994746e -> trunk/b919560c4a7010e2d89facee25586269a994746e 2025-09-07T06:59:47.6559661Z * [new tag] trunk/b9ba612f7a968f7b27e121ca8f4d0a4d954f5354 -> trunk/b9ba612f7a968f7b27e121ca8f4d0a4d954f5354 2025-09-07T06:59:47.6560964Z * [new tag] trunk/ba7f546ccccb5e0b36d9070dc25f26a9647f89f8 -> trunk/ba7f546ccccb5e0b36d9070dc25f26a9647f89f8 2025-09-07T06:59:47.6562128Z * [new tag] trunk/bb950284c7e72905994bc25dd436c10e48088d85 -> trunk/bb950284c7e72905994bc25dd436c10e48088d85 2025-09-07T06:59:47.6563389Z * [new tag] trunk/bbedc71fd3267c639c38b4ec25eaa22f973d9c4d -> trunk/bbedc71fd3267c639c38b4ec25eaa22f973d9c4d 2025-09-07T06:59:47.6564670Z * [new tag] trunk/bc4db2c27fce6ff1648bdc5af31ec225d2a31f37 -> trunk/bc4db2c27fce6ff1648bdc5af31ec225d2a31f37 2025-09-07T06:59:47.6565537Z * [new tag] trunk/bc505977fb66677a09c31155c987330fbb18a865 -> trunk/bc505977fb66677a09c31155c987330fbb18a865 2025-09-07T06:59:47.6567048Z * [new tag] trunk/bd39e47feea7326afb5bbb67fcb1e69279239527 -> trunk/bd39e47feea7326afb5bbb67fcb1e69279239527 2025-09-07T06:59:47.6568427Z * [new tag] trunk/be5b03dde96638f25ffd732a4fed7e41b4cf40e1 -> trunk/be5b03dde96638f25ffd732a4fed7e41b4cf40e1 2025-09-07T06:59:47.6569300Z * [new tag] trunk/bffc7dd1f374d8408911cd22c6b3d6df39ded9b3 -> trunk/bffc7dd1f374d8408911cd22c6b3d6df39ded9b3 2025-09-07T06:59:47.6570643Z * [new tag] trunk/c024b1f5a18d5c5aee5cc2acdd4c52b24b93ffcf -> trunk/c024b1f5a18d5c5aee5cc2acdd4c52b24b93ffcf 2025-09-07T06:59:47.6571835Z * [new tag] trunk/c0983e6cc0acf71689e1851d12609e00b3f59371 -> trunk/c0983e6cc0acf71689e1851d12609e00b3f59371 2025-09-07T06:59:47.6573036Z * [new tag] trunk/c10195e723eeeedd099ed8b73eda7184ca618fad -> trunk/c10195e723eeeedd099ed8b73eda7184ca618fad 2025-09-07T06:59:47.6574300Z * [new tag] trunk/c157cf6488ade6a7ee2ce2d25b059e1335630a99 -> trunk/c157cf6488ade6a7ee2ce2d25b059e1335630a99 2025-09-07T06:59:47.6575497Z * [new tag] trunk/c2a30246172fd71d56529907ffd3c27b76b1f3a7 -> trunk/c2a30246172fd71d56529907ffd3c27b76b1f3a7 2025-09-07T06:59:47.6576741Z * [new tag] trunk/c32111149921b48bfef909293f1049e21619ed76 -> trunk/c32111149921b48bfef909293f1049e21619ed76 2025-09-07T06:59:47.6577826Z * [new tag] trunk/c37103234afc832dcad307e9016230810957c9d5 -> trunk/c37103234afc832dcad307e9016230810957c9d5 2025-09-07T06:59:47.6579079Z * [new tag] trunk/c3ceca2995cd35e1376c4b0704669bff1a81e836 -> trunk/c3ceca2995cd35e1376c4b0704669bff1a81e836 2025-09-07T06:59:47.6580238Z * [new tag] trunk/c3d54dea9febb1236d48d19e5d4876a63f2e20fd -> trunk/c3d54dea9febb1236d48d19e5d4876a63f2e20fd 2025-09-07T06:59:47.6581562Z * [new tag] trunk/c465b3d52c5687fe910d35a5c75341b77f821741 -> trunk/c465b3d52c5687fe910d35a5c75341b77f821741 2025-09-07T06:59:47.6582974Z * [new tag] trunk/c5b8a10be5e89396da916d1069ffcb7135f0372b -> trunk/c5b8a10be5e89396da916d1069ffcb7135f0372b 2025-09-07T06:59:47.6583808Z * [new tag] trunk/c7e41071a08f4045bc11ab60ec366d7357d56e30 -> trunk/c7e41071a08f4045bc11ab60ec366d7357d56e30 2025-09-07T06:59:47.6585262Z * [new tag] trunk/c98ddaca6d2e19ca37aff00c4ff0cda1e9a6ff65 -> trunk/c98ddaca6d2e19ca37aff00c4ff0cda1e9a6ff65 2025-09-07T06:59:47.6586364Z * [new tag] trunk/cb1e31362c7b53acf4ac95b9f8878064c184f03b -> trunk/cb1e31362c7b53acf4ac95b9f8878064c184f03b 2025-09-07T06:59:47.6587547Z * [new tag] trunk/cbfb005f7cce79974795b148e265f594f59477c8 -> trunk/cbfb005f7cce79974795b148e265f594f59477c8 2025-09-07T06:59:47.6588817Z * [new tag] trunk/cc5bdd12401bda835291d2f3cb297132ebdbf358 -> trunk/cc5bdd12401bda835291d2f3cb297132ebdbf358 2025-09-07T06:59:47.6590126Z * [new tag] trunk/cd529b686d54bbaa443f5b310140de48422d96c7 -> trunk/cd529b686d54bbaa443f5b310140de48422d96c7 2025-09-07T06:59:47.6591445Z * [new tag] trunk/cec0ff122815582af5302360aff03676558c5c87 -> trunk/cec0ff122815582af5302360aff03676558c5c87 2025-09-07T06:59:47.6592585Z * [new tag] trunk/d11720efdb563d02cf4f7d324311fb15a755268e -> trunk/d11720efdb563d02cf4f7d324311fb15a755268e 2025-09-07T06:59:47.6593780Z * [new tag] trunk/d1706d9128ae24d9048167e80d3fe5196d19035e -> trunk/d1706d9128ae24d9048167e80d3fe5196d19035e 2025-09-07T06:59:47.6595001Z * [new tag] trunk/d1a15abfdcaef138f2d9e93a9f46be44f30b766d -> trunk/d1a15abfdcaef138f2d9e93a9f46be44f30b766d 2025-09-07T06:59:47.6596513Z * [new tag] trunk/d232a95d4a79404ca05c1f52d37fde7339dcdf49 -> trunk/d232a95d4a79404ca05c1f52d37fde7339dcdf49 2025-09-07T06:59:47.6597919Z * [new tag] trunk/d2d4c8e9b2371c9aacfb771d9402ac7427b9778e -> trunk/d2d4c8e9b2371c9aacfb771d9402ac7427b9778e 2025-09-07T06:59:47.6598920Z * [new tag] trunk/d33840c542b387ab08ba49aa6c45aa9567fd9be7 -> trunk/d33840c542b387ab08ba49aa6c45aa9567fd9be7 2025-09-07T06:59:47.6600109Z * [new tag] trunk/d5643e8f3a648a99636bfa1f2a41d54bd3c0d0f1 -> trunk/d5643e8f3a648a99636bfa1f2a41d54bd3c0d0f1 2025-09-07T06:59:47.6601285Z * [new tag] trunk/d5b38410b5b6cf75c7a7389972777a6497926ee7 -> trunk/d5b38410b5b6cf75c7a7389972777a6497926ee7 2025-09-07T06:59:47.6602538Z * [new tag] trunk/d5e0f4202ba14632e4d14862ace096609e763462 -> trunk/d5e0f4202ba14632e4d14862ace096609e763462 2025-09-07T06:59:47.6603643Z * [new tag] trunk/d636c181f9140a7b59be10b36eae23039fc2bb72 -> trunk/d636c181f9140a7b59be10b36eae23039fc2bb72 2025-09-07T06:59:47.6605280Z * [new tag] trunk/d64718503728001a1e78168fd7f2d4ff23e57285 -> trunk/d64718503728001a1e78168fd7f2d4ff23e57285 2025-09-07T06:59:47.6606595Z * [new tag] trunk/d67c29ad22670320d676b02e394274af34e8e643 -> trunk/d67c29ad22670320d676b02e394274af34e8e643 2025-09-07T06:59:47.6608038Z * [new tag] trunk/d6b74568e2c98ce58ecc145b72ac66d4caf7ce95 -> trunk/d6b74568e2c98ce58ecc145b72ac66d4caf7ce95 2025-09-07T06:59:47.6609229Z * [new tag] trunk/d711f27845abd45007ccab6076649ebd896c2661 -> trunk/d711f27845abd45007ccab6076649ebd896c2661 2025-09-07T06:59:47.6610405Z * [new tag] trunk/d9d6dde0f42d4bcc8c97671ac50d5096c7e500ab -> trunk/d9d6dde0f42d4bcc8c97671ac50d5096c7e500ab 2025-09-07T06:59:47.6613488Z * [new tag] trunk/da4db4b33d1fdd046650cf19fdbac581a19bf2f9 -> trunk/da4db4b33d1fdd046650cf19fdbac581a19bf2f9 2025-09-07T06:59:47.6614590Z * [new tag] trunk/dac8a4b91c01c3bbc96f54e621b1ea4ffdbd29d1 -> trunk/dac8a4b91c01c3bbc96f54e621b1ea4ffdbd29d1 2025-09-07T06:59:47.6615862Z * [new tag] trunk/dbec08729fb9848bebed6048c63831b87170d061 -> trunk/dbec08729fb9848bebed6048c63831b87170d061 2025-09-07T06:59:47.6616793Z * [new tag] trunk/dcf385395d838f38c8dca25913578230dd43099a -> trunk/dcf385395d838f38c8dca25913578230dd43099a 2025-09-07T06:59:47.6618178Z * [new tag] trunk/dd2519abe83ec3c40d4797492434e41fe3b47e17 -> trunk/dd2519abe83ec3c40d4797492434e41fe3b47e17 2025-09-07T06:59:47.6619408Z * [new tag] trunk/dec72ea4b006dd0fbcaaaa106ad273d73807ab9d -> trunk/dec72ea4b006dd0fbcaaaa106ad273d73807ab9d 2025-09-07T06:59:47.6620573Z * [new tag] trunk/e0a62b266c021b910ce6dc02a6c9429210487717 -> trunk/e0a62b266c021b910ce6dc02a6c9429210487717 2025-09-07T06:59:47.6621784Z * [new tag] trunk/e19e02c84c9dcc408375e5cae3b0709c18b99228 -> trunk/e19e02c84c9dcc408375e5cae3b0709c18b99228 2025-09-07T06:59:47.6623018Z * [new tag] trunk/e304ea4e69d3a7deeb7e48c7450c214a4c953937 -> trunk/e304ea4e69d3a7deeb7e48c7450c214a4c953937 2025-09-07T06:59:47.6624243Z * [new tag] trunk/e3068cdb446adefb5a875616ba37a60235391439 -> trunk/e3068cdb446adefb5a875616ba37a60235391439 2025-09-07T06:59:47.6625434Z * [new tag] trunk/e381d4b0205d5f126c1de534f867ba776f7c3ee6 -> trunk/e381d4b0205d5f126c1de534f867ba776f7c3ee6 2025-09-07T06:59:47.6626681Z * [new tag] trunk/e4bd0ff4f8981b805df32ea5b3550621965ea4f2 -> trunk/e4bd0ff4f8981b805df32ea5b3550621965ea4f2 2025-09-07T06:59:47.6627778Z * [new tag] trunk/e532c9d4f1cdcbc1ea9628f55b9813e77847bdc7 -> trunk/e532c9d4f1cdcbc1ea9628f55b9813e77847bdc7 2025-09-07T06:59:47.6628918Z * [new tag] trunk/e92cd9415377403b6e90585e764639e2e0b5973b -> trunk/e92cd9415377403b6e90585e764639e2e0b5973b 2025-09-07T06:59:47.6630332Z * [new tag] trunk/e9481b6617b5576b099d8ca5798111592e9ad090 -> trunk/e9481b6617b5576b099d8ca5798111592e9ad090 2025-09-07T06:59:47.6631046Z * [new tag] trunk/ea1883dfd3e42defe37b11202b878bb76defa087 -> trunk/ea1883dfd3e42defe37b11202b878bb76defa087 2025-09-07T06:59:47.6632554Z * [new tag] trunk/eac3d6f04cfbbebe3d470dacd216da7d4b1f95a8 -> trunk/eac3d6f04cfbbebe3d470dacd216da7d4b1f95a8 2025-09-07T06:59:47.6633613Z * [new tag] trunk/eb18d32bda75189494d955aa001ade15f10333de -> trunk/eb18d32bda75189494d955aa001ade15f10333de 2025-09-07T06:59:47.6634723Z * [new tag] trunk/ef3be6726f7ff4b77c22db10cec5b686f9107ea9 -> trunk/ef3be6726f7ff4b77c22db10cec5b686f9107ea9 2025-09-07T06:59:47.6635889Z * [new tag] trunk/ef8aabd42422725026cb4dbf48aafa9efa226a04 -> trunk/ef8aabd42422725026cb4dbf48aafa9efa226a04 2025-09-07T06:59:47.6637314Z * [new tag] trunk/f00445b43eee57e20bb9316fa796ca23bf73373b -> trunk/f00445b43eee57e20bb9316fa796ca23bf73373b 2025-09-07T06:59:47.6638541Z * [new tag] trunk/f0c391102b754e3b145e8c59231d2df563487e37 -> trunk/f0c391102b754e3b145e8c59231d2df563487e37 2025-09-07T06:59:47.6640221Z * [new tag] trunk/f27985b7e796fb66a1b476284ba42d8cb360a751 -> trunk/f27985b7e796fb66a1b476284ba42d8cb360a751 2025-09-07T06:59:47.6641515Z * [new tag] trunk/f36f285953700f971552083a5da9d0ceacb63bbd -> trunk/f36f285953700f971552083a5da9d0ceacb63bbd 2025-09-07T06:59:47.6642814Z * [new tag] trunk/f3cebec39ebc110e1c8b06e741896585f7892dbb -> trunk/f3cebec39ebc110e1c8b06e741896585f7892dbb 2025-09-07T06:59:47.6643879Z * [new tag] trunk/f4c33cd44acac92c0b451a04da20ebe9370e5b0c -> trunk/f4c33cd44acac92c0b451a04da20ebe9370e5b0c 2025-09-07T06:59:47.6645127Z * [new tag] trunk/f612045ce105f008b2b675e2fc870163babeb2e8 -> trunk/f612045ce105f008b2b675e2fc870163babeb2e8 2025-09-07T06:59:47.6646455Z * [new tag] trunk/f8746b878dfc1e9639d42cbde832e9b9e792c86c -> trunk/f8746b878dfc1e9639d42cbde832e9b9e792c86c 2025-09-07T06:59:47.6647741Z * [new tag] trunk/f8ffa9194e26523e5f976d4a824d5cc58922727c -> trunk/f8ffa9194e26523e5f976d4a824d5cc58922727c 2025-09-07T06:59:47.6648884Z * [new tag] trunk/f981a7fa5230b98974291fdde32fe8488bc5d469 -> trunk/f981a7fa5230b98974291fdde32fe8488bc5d469 2025-09-07T06:59:47.6650167Z * [new tag] trunk/fbf3d2027daabbcb44d0af274b139be2a248a4f7 -> trunk/fbf3d2027daabbcb44d0af274b139be2a248a4f7 2025-09-07T06:59:47.6651603Z * [new tag] trunk/fca2601c9d628e1bd2d75c7318cd22c4e8c832aa -> trunk/fca2601c9d628e1bd2d75c7318cd22c4e8c832aa 2025-09-07T06:59:47.6652709Z * [new tag] trunk/fea20775ad96bdca972a1811d7d3372f368614ab -> trunk/fea20775ad96bdca972a1811d7d3372f368614ab 2025-09-07T06:59:47.6653781Z * [new tag] trunk/fefee081642f87419a21dc852f7167d4640443cd -> trunk/fefee081642f87419a21dc852f7167d4640443cd 2025-09-07T06:59:47.6654770Z * [new tag] v0.1.1 -> v0.1.1 2025-09-07T06:59:47.6655923Z * [new tag] v0.1.10 -> v0.1.10 2025-09-07T06:59:47.6657004Z * [new tag] v0.1.11 -> v0.1.11 2025-09-07T06:59:47.6658187Z * [new tag] v0.1.12 -> v0.1.12 2025-09-07T06:59:47.6659238Z * [new tag] v0.1.2 -> v0.1.2 2025-09-07T06:59:47.6660297Z * [new tag] v0.1.3 -> v0.1.3 2025-09-07T06:59:47.6661501Z * [new tag] v0.1.4 -> v0.1.4 2025-09-07T06:59:47.6662544Z * [new tag] v0.1.5 -> v0.1.5 2025-09-07T06:59:47.6663672Z * [new tag] v0.1.6 -> v0.1.6 2025-09-07T06:59:47.6664725Z * [new tag] v0.1.7 -> v0.1.7 2025-09-07T06:59:47.6665773Z * [new tag] v0.1.8 -> v0.1.8 2025-09-07T06:59:47.6666932Z * [new tag] v0.1.9 -> v0.1.9 2025-09-07T06:59:47.6668079Z * [new tag] v0.2.0 -> v0.2.0 2025-09-07T06:59:47.6669139Z * [new tag] v0.3.0 -> v0.3.0 2025-09-07T06:59:47.6670306Z * [new tag] v0.3.1 -> v0.3.1 2025-09-07T06:59:47.6671421Z * [new tag] v0.4.0 -> v0.4.0 2025-09-07T06:59:47.6672600Z * [new tag] v0.4.1 -> v0.4.1 2025-09-07T06:59:47.6673700Z * [new tag] v1.0.0 -> v1.0.0 2025-09-07T06:59:47.6674919Z * [new tag] v1.0.0a0 -> v1.0.0a0 2025-09-07T06:59:47.6676026Z * [new tag] v1.0.1 -> v1.0.1 2025-09-07T06:59:47.6677206Z * [new tag] v1.0rc0 -> v1.0rc0 2025-09-07T06:59:47.6678157Z * [new tag] v1.0rc1 -> v1.0rc1 2025-09-07T06:59:47.6679282Z * [new tag] v1.1.0 -> v1.1.0 2025-09-07T06:59:47.6680407Z * [new tag] v1.1.0a0 -> v1.1.0a0 2025-09-07T06:59:47.6681744Z * [new tag] v1.10.0 -> v1.10.0 2025-09-07T06:59:47.6682935Z * [new tag] v1.10.0-rc1 -> v1.10.0-rc1 2025-09-07T06:59:47.6684073Z * [new tag] v1.10.0-rc2 -> v1.10.0-rc2 2025-09-07T06:59:47.6685466Z * [new tag] v1.10.0-rc3 -> v1.10.0-rc3 2025-09-07T06:59:47.6686752Z * [new tag] v1.10.1 -> v1.10.1 2025-09-07T06:59:47.6687719Z * [new tag] v1.10.1-rc1 -> v1.10.1-rc1 2025-09-07T06:59:47.6688675Z * [new tag] v1.10.2 -> v1.10.2 2025-09-07T06:59:47.6689596Z * [new tag] v1.10.2-rc1 -> v1.10.2-rc1 2025-09-07T06:59:47.6690803Z * [new tag] v1.11.0 -> v1.11.0 2025-09-07T06:59:47.6692011Z * [new tag] v1.11.0-rc1 -> v1.11.0-rc1 2025-09-07T06:59:47.6693143Z * [new tag] v1.11.0-rc2 -> v1.11.0-rc2 2025-09-07T06:59:47.6694433Z * [new tag] v1.11.0-rc3 -> v1.11.0-rc3 2025-09-07T06:59:47.6695503Z * [new tag] v1.11.0-rc4 -> v1.11.0-rc4 2025-09-07T06:59:47.6696668Z * [new tag] v1.11.0-rc5 -> v1.11.0-rc5 2025-09-07T06:59:47.6697603Z * [new tag] v1.11.0-rc6 -> v1.11.0-rc6 2025-09-07T06:59:47.6698548Z * [new tag] v1.11.0-rc7 -> v1.11.0-rc7 2025-09-07T06:59:47.6699701Z * [new tag] v1.12.0 -> v1.12.0 2025-09-07T06:59:47.6700893Z * [new tag] v1.12.0-rc1 -> v1.12.0-rc1 2025-09-07T06:59:47.6702023Z * [new tag] v1.12.0-rc2 -> v1.12.0-rc2 2025-09-07T06:59:47.6703170Z * [new tag] v1.12.0-rc3 -> v1.12.0-rc3 2025-09-07T06:59:47.6704345Z * [new tag] v1.12.0-rc4 -> v1.12.0-rc4 2025-09-07T06:59:47.6705618Z * [new tag] v1.12.0-rc5 -> v1.12.0-rc5 2025-09-07T06:59:47.6706766Z * [new tag] v1.12.0-rc6 -> v1.12.0-rc6 2025-09-07T06:59:47.6707731Z * [new tag] v1.12.0-rc7 -> v1.12.0-rc7 2025-09-07T06:59:47.6708681Z * [new tag] v1.12.0-rc8 -> v1.12.0-rc8 2025-09-07T06:59:47.6709611Z * [new tag] v1.12.1 -> v1.12.1 2025-09-07T06:59:47.6711120Z * [new tag] v1.12.1-rc1 -> v1.12.1-rc1 2025-09-07T06:59:47.6712318Z * [new tag] v1.12.1-rc2 -> v1.12.1-rc2 2025-09-07T06:59:47.6713574Z * [new tag] v1.12.1-rc3 -> v1.12.1-rc3 2025-09-07T06:59:47.6714881Z * [new tag] v1.12.1-rc4 -> v1.12.1-rc4 2025-09-07T06:59:47.6715833Z * [new tag] v1.12.1-rc5 -> v1.12.1-rc5 2025-09-07T06:59:47.6716976Z * [new tag] v1.13.0 -> v1.13.0 2025-09-07T06:59:47.6718098Z * [new tag] v1.13.0-rc1 -> v1.13.0-rc1 2025-09-07T06:59:47.6719137Z * [new tag] v1.13.0-rc2 -> v1.13.0-rc2 2025-09-07T06:59:47.6720297Z * [new tag] v1.13.0-rc3 -> v1.13.0-rc3 2025-09-07T06:59:47.6721503Z * [new tag] v1.13.0-rc4 -> v1.13.0-rc4 2025-09-07T06:59:47.6722469Z * [new tag] v1.13.0-rc5 -> v1.13.0-rc5 2025-09-07T06:59:47.6723415Z * [new tag] v1.13.0-rc6 -> v1.13.0-rc6 2025-09-07T06:59:47.6724569Z * [new tag] v1.13.1 -> v1.13.1 2025-09-07T06:59:47.6725545Z * [new tag] v1.13.1-rc1 -> v1.13.1-rc1 2025-09-07T06:59:47.6726739Z * [new tag] v1.2.0 -> v1.2.0 2025-09-07T06:59:47.6727926Z * [new tag] v1.2.0a0 -> v1.2.0a0 2025-09-07T06:59:47.6729039Z * [new tag] v1.3.0 -> v1.3.0 2025-09-07T06:59:47.6730276Z * [new tag] v1.3.0a0 -> v1.3.0a0 2025-09-07T06:59:47.6731242Z * [new tag] v1.3.1 -> v1.3.1 2025-09-07T06:59:47.6732352Z * [new tag] v1.4.0 -> v1.4.0 2025-09-07T06:59:47.6733473Z * [new tag] v1.4.0a0 -> v1.4.0a0 2025-09-07T06:59:47.6734413Z * [new tag] v1.4.1 -> v1.4.1 2025-09-07T06:59:47.6735612Z * [new tag] v1.5.0 -> v1.5.0 2025-09-07T06:59:47.6736748Z * [new tag] v1.5.0-rc1 -> v1.5.0-rc1 2025-09-07T06:59:47.6737926Z * [new tag] v1.5.0-rc2 -> v1.5.0-rc2 2025-09-07T06:59:47.6739103Z * [new tag] v1.5.0-rc3 -> v1.5.0-rc3 2025-09-07T06:59:47.6740301Z * [new tag] v1.5.0-rc4 -> v1.5.0-rc4 2025-09-07T06:59:47.6741020Z * [new tag] v1.5.0-rc5 -> v1.5.0-rc5 2025-09-07T06:59:47.6742389Z * [new tag] v1.5.1 -> v1.5.1 2025-09-07T06:59:47.6743369Z * [new tag] v1.5.1-rc1 -> v1.5.1-rc1 2025-09-07T06:59:47.6744324Z * [new tag] v1.6.0 -> v1.6.0 2025-09-07T06:59:47.6745548Z * [new tag] v1.6.0-rc1 -> v1.6.0-rc1 2025-09-07T06:59:47.6746747Z * [new tag] v1.6.0-rc2 -> v1.6.0-rc2 2025-09-07T06:59:47.6747928Z * [new tag] v1.6.0-rc3 -> v1.6.0-rc3 2025-09-07T06:59:47.6749065Z * [new tag] v1.6.0-rc4 -> v1.6.0-rc4 2025-09-07T06:59:47.6750219Z * [new tag] v1.6.0-rc5 -> v1.6.0-rc5 2025-09-07T06:59:47.6751333Z * [new tag] v1.6.0-rc6 -> v1.6.0-rc6 2025-09-07T06:59:47.6752256Z * [new tag] v1.6.0-rc7 -> v1.6.0-rc7 2025-09-07T06:59:47.6753434Z * [new tag] v1.7.0 -> v1.7.0 2025-09-07T06:59:47.6754578Z * [new tag] v1.7.0-rc1 -> v1.7.0-rc1 2025-09-07T06:59:47.6755804Z * [new tag] v1.7.0-rc2 -> v1.7.0-rc2 2025-09-07T06:59:47.6757347Z * [new tag] v1.7.0-rc3 -> v1.7.0-rc3 2025-09-07T06:59:47.6758319Z * [new tag] v1.7.0-rc4 -> v1.7.0-rc4 2025-09-07T06:59:47.6759523Z * [new tag] v1.7.1 -> v1.7.1 2025-09-07T06:59:47.6760863Z * [new tag] v1.7.1-rc1 -> v1.7.1-rc1 2025-09-07T06:59:47.6762001Z * [new tag] v1.7.1-rc2 -> v1.7.1-rc2 2025-09-07T06:59:47.6762997Z * [new tag] v1.7.1-rc3 -> v1.7.1-rc3 2025-09-07T06:59:47.6764014Z * [new tag] v1.8.0 -> v1.8.0 2025-09-07T06:59:47.6764986Z * [new tag] v1.8.0-rc1 -> v1.8.0-rc1 2025-09-07T06:59:47.6766148Z * [new tag] v1.8.0-rc2 -> v1.8.0-rc2 2025-09-07T06:59:47.6767452Z * [new tag] v1.8.0-rc3 -> v1.8.0-rc3 2025-09-07T06:59:47.6768574Z * [new tag] v1.8.0-rc4 -> v1.8.0-rc4 2025-09-07T06:59:47.6769495Z * [new tag] v1.8.0-rc5 -> v1.8.0-rc5 2025-09-07T06:59:47.6770469Z * [new tag] v1.8.1 -> v1.8.1 2025-09-07T06:59:47.6771677Z * [new tag] v1.8.1-rc1 -> v1.8.1-rc1 2025-09-07T06:59:47.6772616Z * [new tag] v1.8.1-rc2 -> v1.8.1-rc2 2025-09-07T06:59:47.6773580Z * [new tag] v1.8.1-rc3 -> v1.8.1-rc3 2025-09-07T06:59:47.6775176Z * [new tag] v1.8.2 -> v1.8.2 2025-09-07T06:59:47.6776175Z * [new tag] v1.8.2-rc1 -> v1.8.2-rc1 2025-09-07T06:59:47.6777385Z * [new tag] v1.9.0 -> v1.9.0 2025-09-07T06:59:47.6778500Z * [new tag] v1.9.0-rc1 -> v1.9.0-rc1 2025-09-07T06:59:47.6779803Z * [new tag] v1.9.0-rc2 -> v1.9.0-rc2 2025-09-07T06:59:47.6780921Z * [new tag] v1.9.0-rc3 -> v1.9.0-rc3 2025-09-07T06:59:47.6781877Z * [new tag] v1.9.0-rc4 -> v1.9.0-rc4 2025-09-07T06:59:47.6783082Z * [new tag] v1.9.1 -> v1.9.1 2025-09-07T06:59:47.6784384Z * [new tag] v1.9.1-rc1 -> v1.9.1-rc1 2025-09-07T06:59:47.6785353Z * [new tag] v1.9.1-rc2 -> v1.9.1-rc2 2025-09-07T06:59:47.6786524Z * [new tag] v2.0.0 -> v2.0.0 2025-09-07T06:59:47.6787812Z * [new tag] v2.0.0-rc1 -> v2.0.0-rc1 2025-09-07T06:59:47.6788921Z * [new tag] v2.0.0-rc2 -> v2.0.0-rc2 2025-09-07T06:59:47.6790112Z * [new tag] v2.0.0-rc3 -> v2.0.0-rc3 2025-09-07T06:59:47.6791209Z * [new tag] v2.0.0-rc4 -> v2.0.0-rc4 2025-09-07T06:59:47.6792479Z * [new tag] v2.0.0-rc5 -> v2.0.0-rc5 2025-09-07T06:59:47.6793444Z * [new tag] v2.0.0-rc6 -> v2.0.0-rc6 2025-09-07T06:59:47.6794779Z * [new tag] v2.0.1 -> v2.0.1 2025-09-07T06:59:47.6795968Z * [new tag] v2.0.1-rc1 -> v2.0.1-rc1 2025-09-07T06:59:47.6796902Z * [new tag] v2.0.1-rc2 -> v2.0.1-rc2 2025-09-07T06:59:47.6797975Z * [new tag] v2.0.1-rc3 -> v2.0.1-rc3 2025-09-07T06:59:47.6798975Z * [new tag] v2.0.1-rc4 -> v2.0.1-rc4 2025-09-07T06:59:47.6800585Z * [new tag] v2.1.0 -> v2.1.0 2025-09-07T06:59:47.6801685Z * [new tag] v2.1.0-rc1 -> v2.1.0-rc1 2025-09-07T06:59:47.6802736Z * [new tag] v2.1.0-rc2 -> v2.1.0-rc2 2025-09-07T06:59:47.6803956Z * [new tag] v2.1.0-rc3 -> v2.1.0-rc3 2025-09-07T06:59:47.6805139Z * [new tag] v2.1.0-rc4 -> v2.1.0-rc4 2025-09-07T06:59:47.6806336Z * [new tag] v2.1.0-rc5 -> v2.1.0-rc5 2025-09-07T06:59:47.6807487Z * [new tag] v2.1.0-rc6 -> v2.1.0-rc6 2025-09-07T06:59:47.6808647Z * [new tag] v2.1.1 -> v2.1.1 2025-09-07T06:59:47.6809746Z * [new tag] v2.1.1-rc1 -> v2.1.1-rc1 2025-09-07T06:59:47.6811043Z * [new tag] v2.1.1-rc2 -> v2.1.1-rc2 2025-09-07T06:59:47.6812327Z * [new tag] v2.1.1-rc3 -> v2.1.1-rc3 2025-09-07T06:59:47.6813498Z * [new tag] v2.1.1-rc4 -> v2.1.1-rc4 2025-09-07T06:59:47.6814601Z * [new tag] v2.1.1-rc5 -> v2.1.1-rc5 2025-09-07T06:59:47.6815552Z * [new tag] v2.1.1-rc6 -> v2.1.1-rc6 2025-09-07T06:59:47.6816702Z * [new tag] v2.1.2 -> v2.1.2 2025-09-07T06:59:47.6817869Z * [new tag] v2.1.2-rc1 -> v2.1.2-rc1 2025-09-07T06:59:47.6819079Z * [new tag] v2.1.2-rc2 -> v2.1.2-rc2 2025-09-07T06:59:47.6820144Z * [new tag] v2.1.2-rc3 -> v2.1.2-rc3 2025-09-07T06:59:47.6821306Z * [new tag] v2.2.0 -> v2.2.0 2025-09-07T06:59:47.6822451Z * [new tag] v2.2.0-rc1 -> v2.2.0-rc1 2025-09-07T06:59:47.6823658Z * [new tag] v2.2.0-rc2 -> v2.2.0-rc2 2025-09-07T06:59:47.6824721Z * [new tag] v2.2.0-rc3 -> v2.2.0-rc3 2025-09-07T06:59:47.6825764Z * [new tag] v2.2.0-rc4 -> v2.2.0-rc4 2025-09-07T06:59:47.6826949Z * [new tag] v2.2.0-rc5 -> v2.2.0-rc5 2025-09-07T06:59:47.6828078Z * [new tag] v2.2.0-rc6 -> v2.2.0-rc6 2025-09-07T06:59:47.6829018Z * [new tag] v2.2.0-rc7 -> v2.2.0-rc7 2025-09-07T06:59:47.6830724Z * [new tag] v2.2.0-rc8 -> v2.2.0-rc8 2025-09-07T06:59:47.6831973Z * [new tag] v2.2.1 -> v2.2.1 2025-09-07T06:59:47.6833138Z * [new tag] v2.2.1-rc1 -> v2.2.1-rc1 2025-09-07T06:59:47.6834143Z * [new tag] v2.2.1-rc2 -> v2.2.1-rc2 2025-09-07T06:59:47.6834943Z * [new tag] v2.2.1-rc3 -> v2.2.1-rc3 2025-09-07T06:59:47.6836077Z * [new tag] v2.2.2 -> v2.2.2 2025-09-07T06:59:47.6837166Z * [new tag] v2.2.2-rc1 -> v2.2.2-rc1 2025-09-07T06:59:47.6838148Z * [new tag] v2.2.2-rc2 -> v2.2.2-rc2 2025-09-07T06:59:47.6839096Z * [new tag] v2.2.2-rc3 -> v2.2.2-rc3 2025-09-07T06:59:47.6840248Z * [new tag] v2.3.0 -> v2.3.0 2025-09-07T06:59:47.6841382Z * [new tag] v2.3.0-rc1 -> v2.3.0-rc1 2025-09-07T06:59:47.6842543Z * [new tag] v2.3.0-rc10 -> v2.3.0-rc10 2025-09-07T06:59:47.6843722Z * [new tag] v2.3.0-rc11 -> v2.3.0-rc11 2025-09-07T06:59:47.6844677Z * [new tag] v2.3.0-rc12 -> v2.3.0-rc12 2025-09-07T06:59:47.6845788Z * [new tag] v2.3.0-rc2 -> v2.3.0-rc2 2025-09-07T06:59:47.6847057Z * [new tag] v2.3.0-rc3 -> v2.3.0-rc3 2025-09-07T06:59:47.6848180Z * [new tag] v2.3.0-rc4 -> v2.3.0-rc4 2025-09-07T06:59:47.6849314Z * [new tag] v2.3.0-rc5 -> v2.3.0-rc5 2025-09-07T06:59:47.6850255Z * [new tag] v2.3.0-rc6 -> v2.3.0-rc6 2025-09-07T06:59:47.6851373Z * [new tag] v2.3.0-rc7 -> v2.3.0-rc7 2025-09-07T06:59:47.6852547Z * [new tag] v2.3.0-rc8 -> v2.3.0-rc8 2025-09-07T06:59:47.6853513Z * [new tag] v2.3.0-rc9 -> v2.3.0-rc9 2025-09-07T06:59:47.6854633Z * [new tag] v2.3.1 -> v2.3.1 2025-09-07T06:59:47.6855794Z * [new tag] v2.3.1-rc1 -> v2.3.1-rc1 2025-09-07T06:59:47.6856832Z * [new tag] v2.3.1-rc2 -> v2.3.1-rc2 2025-09-07T06:59:47.6857973Z * [new tag] v2.3.1-rc3 -> v2.3.1-rc3 2025-09-07T06:59:47.6859238Z * [new tag] v2.4.0 -> v2.4.0 2025-09-07T06:59:47.6860286Z * [new tag] v2.4.0-rc1 -> v2.4.0-rc1 2025-09-07T06:59:47.6861405Z * [new tag] v2.4.0-rc2 -> v2.4.0-rc2 2025-09-07T06:59:47.6862546Z * [new tag] v2.4.0-rc3 -> v2.4.0-rc3 2025-09-07T06:59:47.6863634Z * [new tag] v2.4.0-rc4 -> v2.4.0-rc4 2025-09-07T06:59:47.6864879Z * [new tag] v2.4.0-rc5 -> v2.4.0-rc5 2025-09-07T06:59:47.6866035Z * [new tag] v2.4.0-rc6 -> v2.4.0-rc6 2025-09-07T06:59:47.6867234Z * [new tag] v2.4.0-rc7 -> v2.4.0-rc7 2025-09-07T06:59:47.6868343Z * [new tag] v2.4.0-rc8 -> v2.4.0-rc8 2025-09-07T06:59:47.6869505Z * [new tag] v2.4.0-rc9 -> v2.4.0-rc9 2025-09-07T06:59:47.6870505Z * [new tag] v2.4.1 -> v2.4.1 2025-09-07T06:59:47.6871738Z * [new tag] v2.4.1-rc1 -> v2.4.1-rc1 2025-09-07T06:59:47.6872835Z * [new tag] v2.4.1-rc2 -> v2.4.1-rc2 2025-09-07T06:59:47.6874077Z * [new tag] v2.4.1-rc3 -> v2.4.1-rc3 2025-09-07T06:59:47.6875232Z * [new tag] v2.5.0 -> v2.5.0 2025-09-07T06:59:47.6876354Z * [new tag] v2.5.0-rc1 -> v2.5.0-rc1 2025-09-07T06:59:47.6877336Z * [new tag] v2.5.0-rc10 -> v2.5.0-rc10 2025-09-07T06:59:47.6878459Z * [new tag] v2.5.0-rc2 -> v2.5.0-rc2 2025-09-07T06:59:47.6879585Z * [new tag] v2.5.0-rc3 -> v2.5.0-rc3 2025-09-07T06:59:47.6880807Z * [new tag] v2.5.0-rc4 -> v2.5.0-rc4 2025-09-07T06:59:47.6881903Z * [new tag] v2.5.0-rc5 -> v2.5.0-rc5 2025-09-07T06:59:47.6883042Z * [new tag] v2.5.0-rc6 -> v2.5.0-rc6 2025-09-07T06:59:47.6884304Z * [new tag] v2.5.0-rc7 -> v2.5.0-rc7 2025-09-07T06:59:47.6885441Z * [new tag] v2.5.0-rc8 -> v2.5.0-rc8 2025-09-07T06:59:47.6886638Z * [new tag] v2.5.0-rc9 -> v2.5.0-rc9 2025-09-07T06:59:47.6887643Z * [new tag] v2.5.1 -> v2.5.1 2025-09-07T06:59:47.6888561Z * [new tag] v2.5.1-rc1 -> v2.5.1-rc1 2025-09-07T06:59:47.6889506Z * [new tag] v2.6.0 -> v2.6.0 2025-09-07T06:59:47.6890728Z * [new tag] v2.6.0-rc1 -> v2.6.0-rc1 2025-09-07T06:59:47.6892089Z * [new tag] v2.6.0-rc2 -> v2.6.0-rc2 2025-09-07T06:59:47.6893172Z * [new tag] v2.6.0-rc3 -> v2.6.0-rc3 2025-09-07T06:59:47.6894272Z * [new tag] v2.6.0-rc4 -> v2.6.0-rc4 2025-09-07T06:59:47.6895681Z * [new tag] v2.6.0-rc5 -> v2.6.0-rc5 2025-09-07T06:59:47.6896872Z * [new tag] v2.6.0-rc6 -> v2.6.0-rc6 2025-09-07T06:59:47.6898015Z * [new tag] v2.6.0-rc7 -> v2.6.0-rc7 2025-09-07T06:59:47.6899252Z * [new tag] v2.6.0-rc8 -> v2.6.0-rc8 2025-09-07T06:59:47.6900414Z * [new tag] v2.6.0-rc9 -> v2.6.0-rc9 2025-09-07T06:59:47.6901806Z * [new tag] v2.7.0 -> v2.7.0 2025-09-07T06:59:47.6903428Z * [new tag] v2.7.0-rc1 -> v2.7.0-rc1 2025-09-07T06:59:47.6904208Z * [new tag] v2.7.0-rc10 -> v2.7.0-rc10 2025-09-07T06:59:47.6905600Z * [new tag] v2.7.0-rc2 -> v2.7.0-rc2 2025-09-07T06:59:47.6906796Z * [new tag] v2.7.0-rc3 -> v2.7.0-rc3 2025-09-07T06:59:47.6907887Z * [new tag] v2.7.0-rc4 -> v2.7.0-rc4 2025-09-07T06:59:47.6909033Z * [new tag] v2.7.0-rc5 -> v2.7.0-rc5 2025-09-07T06:59:47.6910161Z * [new tag] v2.7.0-rc6 -> v2.7.0-rc6 2025-09-07T06:59:47.6911567Z * [new tag] v2.7.0-rc7 -> v2.7.0-rc7 2025-09-07T06:59:47.6912769Z * [new tag] v2.7.0-rc8 -> v2.7.0-rc8 2025-09-07T06:59:47.6913959Z * [new tag] v2.7.0-rc9 -> v2.7.0-rc9 2025-09-07T06:59:47.6914965Z * [new tag] v2.7.1 -> v2.7.1 2025-09-07T06:59:47.6916069Z * [new tag] v2.7.1-rc1 -> v2.7.1-rc1 2025-09-07T06:59:47.6917340Z * [new tag] v2.7.1-rc2 -> v2.7.1-rc2 2025-09-07T06:59:47.6918578Z * [new tag] v2.7.1-rc3 -> v2.7.1-rc3 2025-09-07T06:59:47.6919787Z * [new tag] v2.7.1-rc4 -> v2.7.1-rc4 2025-09-07T06:59:47.6920936Z * [new tag] v2.7.1-rc5 -> v2.7.1-rc5 2025-09-07T06:59:47.6922020Z * [new tag] v2.8.0 -> v2.8.0 2025-09-07T06:59:47.6923158Z * [new tag] v2.8.0-rc1 -> v2.8.0-rc1 2025-09-07T06:59:47.6924441Z * [new tag] v2.8.0-rc2 -> v2.8.0-rc2 2025-09-07T06:59:47.6925661Z * [new tag] v2.8.0-rc3 -> v2.8.0-rc3 2025-09-07T06:59:47.6926923Z * [new tag] v2.8.0-rc4 -> v2.8.0-rc4 2025-09-07T06:59:47.6928152Z * [new tag] v2.8.0-rc5 -> v2.8.0-rc5 2025-09-07T06:59:47.6929368Z * [new tag] v2.8.0-rc6 -> v2.8.0-rc6 2025-09-07T06:59:47.6930599Z * [new tag] v2.8.0-rc7 -> v2.8.0-rc7 2025-09-07T06:59:47.6931828Z * [new tag] v2.8.0-rc8 -> v2.8.0-rc8 2025-09-07T06:59:47.6932994Z * [new tag] whc_flight_1 -> whc_flight_1 2025-09-07T06:59:47.6934292Z * [new tag] whc_flight_2 -> whc_flight_2 2025-09-07T06:59:47.6935460Z * [new tag] whc_flight_4 -> whc_flight_4 2025-09-07T06:59:47.7619789Z [command]/usr/bin/git rev-parse --verify --quiet 93fb23d6fae7c4e82c4239a1033e522088742634^{object} 2025-09-07T06:59:47.7643160Z 93fb23d6fae7c4e82c4239a1033e522088742634 2025-09-07T06:59:47.7647463Z ##[endgroup] 2025-09-07T06:59:47.7647878Z ##[group]Determining the checkout info 2025-09-07T06:59:47.7648724Z ##[endgroup] 2025-09-07T06:59:47.7652421Z [command]/usr/bin/git sparse-checkout disable 2025-09-07T06:59:47.7683791Z [command]/usr/bin/git config --local --unset-all extensions.worktreeConfig 2025-09-07T06:59:47.7708747Z ##[group]Checking out the ref 2025-09-07T06:59:47.7712361Z [command]/usr/bin/git checkout --progress --force 93fb23d6fae7c4e82c4239a1033e522088742634 2025-09-07T06:59:48.7931132Z Updating files: 78% (15320/19405) 2025-09-07T06:59:48.8157578Z Updating files: 79% (15330/19405) 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You can look around, make experimental 2025-09-07T06:59:49.1916915Z changes and commit them, and you can discard any commits you make in this 2025-09-07T06:59:49.1917305Z state without impacting any branches by switching back to a branch. 2025-09-07T06:59:49.1917529Z 2025-09-07T06:59:49.1917681Z If you want to create a new branch to retain commits you create, you may 2025-09-07T06:59:49.1918033Z do so (now or later) by using -c with the switch command. Example: 2025-09-07T06:59:49.1918251Z 2025-09-07T06:59:49.1918338Z git switch -c 2025-09-07T06:59:49.1918487Z 2025-09-07T06:59:49.1918568Z Or undo this operation with: 2025-09-07T06:59:49.1918696Z 2025-09-07T06:59:49.1918767Z git switch - 2025-09-07T06:59:49.1918865Z 2025-09-07T06:59:49.1919046Z Turn off this advice by setting config variable advice.detachedHead to false 2025-09-07T06:59:49.1919292Z 2025-09-07T06:59:49.1919427Z HEAD is now at 93fb23d6fae Build vLLM nightly wheels (#162000) 2025-09-07T06:59:49.2032304Z ##[endgroup] 2025-09-07T06:59:49.2032713Z ##[group]Setting up auth for fetching submodules 2025-09-07T06:59:49.2038831Z [command]/usr/bin/git config --global http.https://github.com/.extraheader AUTHORIZATION: basic *** 2025-09-07T06:59:49.2084414Z [command]/usr/bin/git config --global --unset-all url.https://github.com/.insteadOf 2025-09-07T06:59:49.2112008Z [command]/usr/bin/git config --global --add url.https://github.com/.insteadOf git@github.com: 2025-09-07T06:59:49.2138418Z [command]/usr/bin/git config --global --add url.https://github.com/.insteadOf org-21003710@github.com: 2025-09-07T06:59:49.2162963Z ##[endgroup] 2025-09-07T06:59:49.2163317Z ##[group]Fetching submodules 2025-09-07T06:59:49.2166380Z [command]/usr/bin/git submodule sync --recursive 2025-09-07T06:59:49.2494281Z [command]/usr/bin/git -c protocol.version=2 submodule update --init --force --recursive 2025-09-07T06:59:49.2806703Z Submodule 'android/libs/fbjni' (https://github.com/facebookincubator/fbjni.git) registered for path 'android/libs/fbjni' 2025-09-07T06:59:49.2810167Z Submodule 'third_party/NNPACK_deps/FP16' (https://github.com/Maratyszcza/FP16.git) registered for path 'third_party/FP16' 2025-09-07T06:59:49.2814062Z Submodule 'third_party/NNPACK_deps/FXdiv' (https://github.com/Maratyszcza/FXdiv.git) registered for path 'third_party/FXdiv' 2025-09-07T06:59:49.2817941Z Submodule 'third_party/NNPACK' (https://github.com/Maratyszcza/NNPACK.git) registered for path 'third_party/NNPACK' 2025-09-07T06:59:49.2821852Z Submodule 'third_party/NVTX' (https://github.com/NVIDIA/NVTX.git) registered for path 'third_party/NVTX' 2025-09-07T06:59:49.3071514Z Submodule 'third_party/VulkanMemoryAllocator' (https://github.com/GPUOpen-LibrariesAndSDKs/VulkanMemoryAllocator.git) registered for path 'third_party/VulkanMemoryAllocator' 2025-09-07T06:59:49.3076027Z Submodule 'third_party/XNNPACK' (https://github.com/google/XNNPACK.git) registered for path 'third_party/XNNPACK' 2025-09-07T06:59:49.3079856Z Submodule 'third_party/aiter' (https://github.com/ROCm/aiter.git) registered for path 'third_party/aiter' 2025-09-07T06:59:49.3083914Z Submodule 'third_party/benchmark' (https://github.com/google/benchmark.git) registered for path 'third_party/benchmark' 2025-09-07T06:59:49.3089276Z Submodule 'third_party/composable_kernel' (https://github.com/ROCm/composable_kernel.git) registered for path 'third_party/composable_kernel' 2025-09-07T06:59:49.3093782Z Submodule 'third_party/cpp-httplib' (https://github.com/yhirose/cpp-httplib.git) registered for path 'third_party/cpp-httplib' 2025-09-07T06:59:49.3098218Z Submodule 'third_party/cpuinfo' (https://github.com/pytorch/cpuinfo.git) registered for path 'third_party/cpuinfo' 2025-09-07T06:59:49.3115539Z Submodule 'third_party/cudnn_frontend' (https://github.com/NVIDIA/cudnn-frontend.git) registered for path 'third_party/cudnn_frontend' 2025-09-07T06:59:49.3122249Z Submodule 'third_party/cutlass' (https://github.com/NVIDIA/cutlass.git) registered for path 'third_party/cutlass' 2025-09-07T06:59:49.3127164Z Submodule 'third_party/fbgemm' (https://github.com/pytorch/fbgemm) registered for path 'third_party/fbgemm' 2025-09-07T06:59:49.3131914Z Submodule 'third_party/flash-attention' (https://github.com/Dao-AILab/flash-attention.git) registered for path 'third_party/flash-attention' 2025-09-07T06:59:49.3136464Z Submodule 'third_party/flatbuffers' (https://github.com/google/flatbuffers.git) registered for 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'third_party/kineto' 2025-09-07T06:59:49.3191235Z Submodule 'third_party/kleidiai' (https://github.com/ARM-software/kleidiai.git) registered for path 'third_party/kleidiai' 2025-09-07T06:59:49.3196393Z Submodule 'third_party/mimalloc' (https://github.com/microsoft/mimalloc.git) registered for path 'third_party/mimalloc' 2025-09-07T06:59:49.3213830Z Submodule 'third_party/nlohmann' (https://github.com/nlohmann/json.git) registered for path 'third_party/nlohmann' 2025-09-07T06:59:49.3218926Z Submodule 'third_party/onnx' (https://github.com/onnx/onnx.git) registered for path 'third_party/onnx' 2025-09-07T06:59:49.3224488Z Submodule 'third_party/opentelemetry-cpp' (https://github.com/open-telemetry/opentelemetry-cpp.git) registered for path 'third_party/opentelemetry-cpp' 2025-09-07T06:59:49.3229789Z Submodule 'third_party/pocketfft' (https://github.com/mreineck/pocketfft) registered for path 'third_party/pocketfft' 2025-09-07T06:59:49.3235213Z Submodule 'third_party/protobuf' (https://github.com/protocolbuffers/protobuf.git) registered for path 'third_party/protobuf' 2025-09-07T06:59:49.3240749Z Submodule 'third_party/NNPACK_deps/psimd' (https://github.com/Maratyszcza/psimd.git) registered for path 'third_party/psimd' 2025-09-07T06:59:49.3246417Z Submodule 'third_party/NNPACK_deps/pthreadpool' (https://github.com/Maratyszcza/pthreadpool.git) registered for path 'third_party/pthreadpool' 2025-09-07T06:59:49.3263709Z Submodule 'third_party/pybind11' (https://github.com/pybind/pybind11.git) registered for path 'third_party/pybind11' 2025-09-07T06:59:49.3269260Z Submodule 'third_party/python-peachpy' (https://github.com/malfet/PeachPy.git) registered for path 'third_party/python-peachpy' 2025-09-07T06:59:49.3274930Z Submodule 'third_party/sleef' (https://github.com/shibatch/sleef) registered for path 'third_party/sleef' 2025-09-07T06:59:49.3280971Z Submodule 'third_party/tensorpipe' (https://github.com/pytorch/tensorpipe.git) registered for path 'third_party/tensorpipe' 2025-09-07T06:59:49.3311938Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/android/libs/fbjni'... 2025-09-07T06:59:49.5599789Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/FXdiv'... 2025-09-07T06:59:49.5600793Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/FP16'... 2025-09-07T06:59:49.5609604Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fmt'... 2025-09-07T06:59:51.8980952Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/NNPACK'... 2025-09-07T06:59:51.8982062Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/benchmark'... 2025-09-07T06:59:51.8982967Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/NVTX'... 2025-09-07T06:59:51.8983962Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/gloo'... 2025-09-07T06:59:51.8984884Z Cloning 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'/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/cudnn_frontend'... 2025-09-07T06:59:51.8994577Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/psimd'... 2025-09-07T06:59:51.8995467Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/googletest'... 2025-09-07T06:59:51.8997305Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/VulkanMemoryAllocator'... 2025-09-07T06:59:51.9070353Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/flatbuffers'... 2025-09-07T06:59:52.1950625Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/pthreadpool'... 2025-09-07T06:59:52.1951620Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/mimalloc'... 2025-09-07T06:59:52.2951000Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp'... 2025-09-07T07:00:03.1647033Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/python-peachpy'... 2025-09-07T07:00:03.1648313Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/tensorpipe'... 2025-09-07T07:00:03.1649393Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto'... 2025-09-07T07:00:03.1650408Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/sleef'... 2025-09-07T07:00:03.1651429Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/pybind11'... 2025-09-07T07:00:03.1652717Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm'... 2025-09-07T07:00:03.1653764Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/cutlass'... 2025-09-07T07:00:03.1654787Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/onnx'... 2025-09-07T07:00:03.1655802Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/aiter'... 2025-09-07T07:00:03.1656860Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/composable_kernel'... 2025-09-07T07:00:03.1657947Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/nlohmann'... 2025-09-07T07:00:03.2648665Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/XNNPACK'... 2025-09-07T07:00:06.5842400Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/protobuf'... 2025-09-07T07:00:06.6015797Z Submodule path 'android/libs/fbjni': checked out '7e1e1fe3858c63c251c637ae41a20de425dde96f' 2025-09-07T07:00:06.6155020Z Submodule path 'third_party/FP16': checked out '4dfe081cf6bcd15db339cf2680b9281b8451eeb3' 2025-09-07T07:00:06.6261523Z Submodule path 'third_party/FXdiv': checked out 'b408327ac2a15ec3e43352421954f5b1967701d1' 2025-09-07T07:00:06.6550562Z Submodule path 'third_party/NNPACK': checked out 'c07e3a0400713d546e0dea2d5466dd22ea389c73' 2025-09-07T07:00:06.7355243Z Submodule path 'third_party/NVTX': checked out '2942f167cc30c5e3a44a2aecd5b0d9c07ff61a07' 2025-09-07T07:00:06.7854182Z Submodule path 'third_party/VulkanMemoryAllocator': checked out '1d8f600fd424278486eade7ed3e877c99f0846b1' 2025-09-07T07:00:07.6337841Z Submodule path 'third_party/XNNPACK': checked out '51a0103656eff6fc9bfd39a4597923c4b542c883' 2025-09-07T07:00:07.7959423Z Submodule path 'third_party/aiter': checked out '01aae101b9e5e94d6c16a9514c9fb8df99c93150' 2025-09-07T07:00:07.7980531Z Submodule '3rdparty/composable_kernel' (https://github.com/ROCm/composable_kernel.git) registered for path 'third_party/aiter/3rdparty/composable_kernel' 2025-09-07T07:00:07.8012599Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/aiter/3rdparty/composable_kernel'... 2025-09-07T07:00:11.1260843Z Submodule path 'third_party/aiter/3rdparty/composable_kernel': checked out 'cffe8fa2a442ac8e80dd236a1a5d24fe3d7e0cbf' 2025-09-07T07:00:11.1525462Z Submodule path 'third_party/benchmark': checked out '299e5928955cc62af9968370293b916f5130916f' 2025-09-07T07:00:11.5235117Z Submodule path 'third_party/composable_kernel': checked out '7fe50dc3da2069d6645d9deb8c017a876472a977' 2025-09-07T07:00:11.5710031Z Submodule path 'third_party/cpp-httplib': checked out '89c932f313c6437c38f2982869beacc89c2f2246' 2025-09-07T07:00:11.6671092Z Submodule path 'third_party/cpuinfo': checked out '5e3d2445e6a84d9599bee2bf78edbb4d80865e1d' 2025-09-07T07:00:11.7111999Z Submodule path 'third_party/cudnn_frontend': checked out 'f937055efc6d414d11f4c6577e3977fe74f35fb6' 2025-09-07T07:00:12.3865564Z Submodule path 'third_party/cutlass': checked out 'e51efbfe18fe4f4cbb66ab814c55bf4aa0185491' 2025-09-07T07:00:12.5477575Z Submodule path 'third_party/fbgemm': checked out '4b39c551efe15e6bbade20565b0ceb2d8ce3352d' 2025-09-07T07:00:12.5499387Z Submodule 'external/asmjit' (https://github.com/asmjit/asmjit.git) registered for path 'third_party/fbgemm/external/asmjit' 2025-09-07T07:00:12.5502474Z Submodule 'external/composable_kernel' (https://github.com/jwfromm/composable_kernel.git) registered for path 'third_party/fbgemm/external/composable_kernel' 2025-09-07T07:00:12.5505272Z Submodule 'external/cpuinfo' (https://github.com/pytorch/cpuinfo) registered for path 'third_party/fbgemm/external/cpuinfo' 2025-09-07T07:00:12.5508378Z Submodule 'external/cutlass' (https://github.com/jwfromm/cutlass) registered for path 'third_party/fbgemm/external/cutlass' 2025-09-07T07:00:12.5512165Z Submodule 'external/googletest' (https://github.com/google/googletest) registered for path 'third_party/fbgemm/external/googletest' 2025-09-07T07:00:12.5515991Z Submodule 'external/hipify_torch' (https://github.com/ROCmSoftwarePlatform/hipify_torch.git) registered for path 'third_party/fbgemm/external/hipify_torch' 2025-09-07T07:00:12.5518854Z Submodule 'external/json' (https://github.com/nlohmann/json.git) registered for path 'third_party/fbgemm/external/json' 2025-09-07T07:00:12.5546993Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/external/asmjit'... 2025-09-07T07:00:13.8003005Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/external/hipify_torch'... 2025-09-07T07:00:13.8003894Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/external/cpuinfo'... 2025-09-07T07:00:13.8004573Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/external/googletest'... 2025-09-07T07:00:13.8005291Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/external/composable_kernel'... 2025-09-07T07:00:13.9003824Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/external/cutlass'... 2025-09-07T07:00:14.5720904Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/external/json'... 2025-09-07T07:00:18.6421419Z Submodule path 'third_party/fbgemm/external/asmjit': checked out 'a3199e8857792cd10b7589ff5d58343d2c9008ea' 2025-09-07T07:00:18.9625401Z Submodule path 'third_party/fbgemm/external/composable_kernel': checked out 'b1281b8b08d973a7064f864f47eeb30f3e2596e9' 2025-09-07T07:00:19.0638977Z Submodule path 'third_party/fbgemm/external/cpuinfo': checked out '6543fec09b2f04ac4a666882998b534afc9c1349' 2025-09-07T07:00:19.7516298Z Submodule path 'third_party/fbgemm/external/cutlass': checked out '311f3c8e51dc0eb56310cfc6980bf63d0fbd7917' 2025-09-07T07:00:19.7985582Z Submodule path 'third_party/fbgemm/external/googletest': checked out '52eb8108c5bdec04579160ae17225d66034bd723' 2025-09-07T07:00:19.8111928Z Submodule path 'third_party/fbgemm/external/hipify_torch': checked out '63b6a7b541fa7f08f8475ca7d74054db36ff2691' 2025-09-07T07:00:19.9244898Z Submodule path 'third_party/fbgemm/external/json': checked out '9cca280a4d0ccf0c08f47a99aa71d1b0e52f8d03' 2025-09-07T07:00:20.0050567Z Submodule path 'third_party/flash-attention': checked out '979702c87a8713a8e0a5e9fee122b90d2ef13be5' 2025-09-07T07:00:20.0070574Z Submodule 'csrc/composable_kernel' (https://github.com/ROCm/composable_kernel.git) registered for path 'third_party/flash-attention/csrc/composable_kernel' 2025-09-07T07:00:20.0073350Z Submodule 'csrc/cutlass' (https://github.com/NVIDIA/cutlass.git) registered for path 'third_party/flash-attention/csrc/cutlass' 2025-09-07T07:00:20.0101408Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/flash-attention/csrc/composable_kernel'... 2025-09-07T07:00:22.9417720Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/flash-attention/csrc/cutlass'... 2025-09-07T07:00:23.2206141Z Submodule path 'third_party/flash-attention/csrc/composable_kernel': checked out '888317e698e9803c62bd38568abc9e05d7709f33' 2025-09-07T07:00:23.8354836Z Submodule path 'third_party/flash-attention/csrc/cutlass': checked out 'c506e16788cb08416a4a57e11a9067beeee29420' 2025-09-07T07:00:23.9921278Z Submodule path 'third_party/flatbuffers': checked out 'a2cd1ea3b6d3fee220106b5fed3f7ce8da9eb757' 2025-09-07T07:00:24.0253802Z Submodule path 'third_party/fmt': checked out '40626af88bd7df9a5fb80be7b25ac85b122d6c21' 2025-09-07T07:00:24.0642223Z Submodule path 'third_party/gemmlowp/gemmlowp': checked out '3fb5c176c17c765a3492cd2f0321b0dab712f350' 2025-09-07T07:00:24.1269176Z Submodule path 'third_party/gloo': checked out 'c7b7b022c124d9643957d9bd55f57ac59fce8fa2' 2025-09-07T07:00:24.1729797Z Submodule path 'third_party/googletest': checked out '52eb8108c5bdec04579160ae17225d66034bd723' 2025-09-07T07:00:24.1874093Z Submodule path 'third_party/ideep': checked out '719d8e6cd7f7a0e01b155657526d693acf97c2b3' 2025-09-07T07:00:24.1893499Z Submodule 'mkl-dnn' (https://github.com/intel/mkl-dnn.git) registered for path 'third_party/ideep/mkl-dnn' 2025-09-07T07:00:24.1921200Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/ideep/mkl-dnn'... 2025-09-07T07:00:35.5467423Z Submodule path 'third_party/ideep/mkl-dnn': checked out '8d263e693366ef8db40acc569cc7d8edf644556d' 2025-09-07T07:00:35.5690646Z Submodule path 'third_party/ittapi': checked out 'dec1d23ca65ab069d225dfe40dea14f455170959' 2025-09-07T07:00:35.6540286Z Submodule path 'third_party/kineto': checked out '5e7501833f1021ce6f618572d3baf657b6319658' 2025-09-07T07:00:35.6560566Z Submodule 'libkineto/third_party/dynolog' (https://github.com/facebookincubator/dynolog.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog' 2025-09-07T07:00:35.6563343Z Submodule 'libkineto/third_party/fmt' (https://github.com/fmtlib/fmt.git) registered for path 'third_party/kineto/libkineto/third_party/fmt' 2025-09-07T07:00:35.6566730Z Submodule 'libkineto/third_party/googletest' (https://github.com/google/googletest.git) registered for path 'third_party/kineto/libkineto/third_party/googletest' 2025-09-07T07:00:35.6594992Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog'... 2025-09-07T07:00:36.2539063Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/fmt'... 2025-09-07T07:00:36.6797865Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/googletest'... 2025-09-07T07:00:36.7605729Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog': checked out '7d04a0053a845370ae06ce317a22a48e9edcc74e' 2025-09-07T07:00:36.7625209Z Submodule 'third_party/DCGM' (https://github.com/NVIDIA/DCGM.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-09-07T07:00:36.7630043Z Submodule 'third_party/cpr' (https://github.com/libcpr/cpr.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-09-07T07:00:36.7631323Z Submodule 'third_party/fmt' (https://github.com/fmtlib/fmt.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-09-07T07:00:36.7634770Z Submodule 'third_party/gflags' (https://github.com/gflags/gflags.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-09-07T07:00:36.7637962Z Submodule 'third_party/glog' (https://github.com/google/glog.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-09-07T07:00:36.7641319Z Submodule 'third_party/googletest' (https://github.com/google/googletest.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-09-07T07:00:36.7645092Z Submodule 'third_party/json' (https://github.com/nlohmann/json.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-09-07T07:00:36.7648746Z Submodule 'third_party/pfs' (https://github.com/dtrugman/pfs.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-09-07T07:00:36.7677384Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM'... 2025-09-07T07:00:38.1219887Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/gflags'... 2025-09-07T07:00:38.1220958Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/pfs'... 2025-09-07T07:00:38.1221962Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/cpr'... 2025-09-07T07:00:38.1222924Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/glog'... 2025-09-07T07:00:38.1224137Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/googletest'... 2025-09-07T07:00:38.1224987Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/fmt'... 2025-09-07T07:00:38.2220207Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/json'... 2025-09-07T07:00:42.8659555Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM': checked out 'ffde4e54bc7249a6039a5e6b45b395141e1217f9' 2025-09-07T07:00:42.8867757Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr': checked out '871ed52d350214a034f6ef8a3b8f51c5ce1bd400' 2025-09-07T07:00:42.9252757Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt': checked out 'cd4af11efc9c622896a3e4cb599fa28668ca3d05' 2025-09-07T07:00:42.9407926Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags': checked out 'e171aa2d15ed9eb17054558e0b3a6a413bb01067' 2025-09-07T07:00:42.9426147Z Submodule 'doc' (https://github.com/gflags/gflags.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-09-07T07:00:42.9454193Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc'... 2025-09-07T07:00:43.4108069Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc': checked out '8411df715cf522606e3b1aca386ddfc0b63d34b4' 2025-09-07T07:00:43.4320220Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog': checked out 'b33e3bad4c46c8a6345525fd822af355e5ef9446' 2025-09-07T07:00:43.4745283Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest': checked out '58d77fa8070e8cec2dc1ed015d66b454c8d78850' 2025-09-07T07:00:43.5781082Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/json': checked out '4f8fba14066156b73f1189a2b8bd568bde5284c5' 2025-09-07T07:00:43.5966030Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs': checked out 'f68a2fa8ea36c783bdd760371411fcb495aa3150' 2025-09-07T07:00:43.6304504Z Submodule path 'third_party/kineto/libkineto/third_party/fmt': checked out '0041a40c1350ba702d475b9c4ad62da77caea164' 2025-09-07T07:00:43.6878364Z Submodule path 'third_party/kineto/libkineto/third_party/googletest': checked out '7aca84427f224eeed3144123d5230d5871e93347' 2025-09-07T07:00:43.7356292Z Submodule path 'third_party/kleidiai': checked out 'cca02c2f69dd18e1f12647c1c0bdc8cf90e680c7' 2025-09-07T07:00:43.7761730Z Submodule path 'third_party/mimalloc': checked out 'fbd8b99c2b828428947d70fdc046bb55609be93e' 2025-09-07T07:00:43.8954300Z Submodule path 'third_party/nlohmann': checked out '55f93686c01528224f448c19128836e7df245f72' 2025-09-07T07:00:44.4194331Z Submodule path 'third_party/onnx': checked out 'e709452ef2bbc1d113faf678c24e6d3467696e83' 2025-09-07T07:00:44.4228459Z Submodule 'third_party/pybind11' (https://github.com/pybind/pybind11.git) registered for path 'third_party/onnx/third_party/pybind11' 2025-09-07T07:00:44.4256891Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/onnx/third_party/pybind11'... 2025-09-07T07:00:45.8795192Z Submodule path 'third_party/onnx/third_party/pybind11': checked out 'a2e59f0e7065404b44dfe92a28aca47ba1378dc4' 2025-09-07T07:00:45.9616773Z Submodule path 'third_party/opentelemetry-cpp': checked out 'a799f4aed9c94b765dcdaabaeab7d5e7e2310878' 2025-09-07T07:00:45.9635979Z Submodule 'third_party/benchmark' (https://github.com/google/benchmark) registered for path 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-09-07T07:00:45.9638956Z Submodule 'third_party/googletest' (https://github.com/google/googletest) registered for path 'third_party/opentelemetry-cpp/third_party/googletest' 2025-09-07T07:00:45.9642024Z Submodule 'third_party/ms-gsl' (https://github.com/microsoft/GSL) registered for path 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-09-07T07:00:45.9644906Z Submodule 'third_party/nlohmann-json' (https://github.com/nlohmann/json) registered for path 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-09-07T07:00:45.9648357Z Submodule 'third_party/opentelemetry-proto' (https://github.com/open-telemetry/opentelemetry-proto) registered for path 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-09-07T07:00:45.9651511Z Submodule 'third_party/opentracing-cpp' (https://github.com/opentracing/opentracing-cpp.git) registered for path 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-09-07T07:00:45.9655200Z Submodule 'third_party/prometheus-cpp' (https://github.com/jupp0r/prometheus-cpp) registered for path 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-09-07T07:00:45.9658424Z Submodule 'tools/vcpkg' (https://github.com/Microsoft/vcpkg) registered for path 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-09-07T07:00:45.9686888Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/third_party/benchmark'... 2025-09-07T07:00:46.3951922Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/third_party/opentracing-cpp'... 2025-09-07T07:00:46.3952942Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/third_party/opentelemetry-proto'... 2025-09-07T07:00:46.3953874Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/third_party/ms-gsl'... 2025-09-07T07:00:46.3954668Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/third_party/prometheus-cpp'... 2025-09-07T07:00:46.4951761Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/third_party/googletest'... 2025-09-07T07:00:46.9958782Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/third_party/nlohmann-json'... 2025-09-07T07:00:52.9076207Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/tools/vcpkg'... 2025-09-07T07:00:53.3735212Z Submodule path 'third_party/opentelemetry-cpp/third_party/benchmark': checked out 'd572f4777349d43653b21d6c2fc63020ab326db2' 2025-09-07T07:00:53.4157783Z Submodule path 'third_party/opentelemetry-cpp/third_party/googletest': checked out 'b796f7d44681514f58a683a3a71ff17c94edb0c1' 2025-09-07T07:00:53.4332573Z Submodule path 'third_party/opentelemetry-cpp/third_party/ms-gsl': checked out 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'third_party/protobuf' 2025-09-07T07:01:00.2118317Z Entering 'third_party/protobuf/third_party/benchmark' 2025-09-07T07:01:00.2179903Z Entering 'third_party/protobuf/third_party/googletest' 2025-09-07T07:01:00.2242843Z Entering 'third_party/psimd' 2025-09-07T07:01:00.2300706Z Entering 'third_party/pthreadpool' 2025-09-07T07:01:00.2369926Z Entering 'third_party/pybind11' 2025-09-07T07:01:00.2430190Z Entering 'third_party/python-peachpy' 2025-09-07T07:01:00.2493160Z Entering 'third_party/sleef' 2025-09-07T07:01:00.2551956Z Entering 'third_party/tensorpipe' 2025-09-07T07:01:00.2609094Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-09-07T07:01:00.2664838Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-09-07T07:01:00.2721307Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-09-07T07:01:00.2779147Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-09-07T07:01:00.2836889Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-09-07T07:01:00.2916303Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local 'http.https://github.com/.extraheader' 'AUTHORIZATION: basic ***' && git config --local --show-origin --name-only --get-regexp remote.origin.url" 2025-09-07T07:01:00.3222659Z Entering 'android/libs/fbjni' 2025-09-07T07:01:00.3276878Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/android/libs/fbjni/config remote.origin.url 2025-09-07T07:01:00.3294770Z Entering 'third_party/FP16' 2025-09-07T07:01:00.3347579Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/NNPACK_deps/FP16/config remote.origin.url 2025-09-07T07:01:00.3367127Z Entering 'third_party/FXdiv' 2025-09-07T07:01:00.3422101Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/NNPACK_deps/FXdiv/config remote.origin.url 2025-09-07T07:01:00.3440435Z Entering 'third_party/NNPACK' 2025-09-07T07:01:00.3500371Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/NNPACK/config remote.origin.url 2025-09-07T07:01:00.3520415Z Entering 'third_party/NVTX' 2025-09-07T07:01:00.3575767Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/NVTX/config remote.origin.url 2025-09-07T07:01:00.3594267Z Entering 'third_party/VulkanMemoryAllocator' 2025-09-07T07:01:00.3648065Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/VulkanMemoryAllocator/config remote.origin.url 2025-09-07T07:01:00.3667518Z Entering 'third_party/XNNPACK' 2025-09-07T07:01:00.3720985Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/XNNPACK/config remote.origin.url 2025-09-07T07:01:00.3751252Z Entering 'third_party/aiter' 2025-09-07T07:01:00.3810180Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/aiter/config remote.origin.url 2025-09-07T07:01:00.3829671Z Entering 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file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/cpuinfo/config remote.origin.url 2025-09-07T07:01:00.4216924Z Entering 'third_party/cudnn_frontend' 2025-09-07T07:01:00.4269502Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/cudnn_frontend/config remote.origin.url 2025-09-07T07:01:00.4288878Z Entering 'third_party/cutlass' 2025-09-07T07:01:00.4342011Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/cutlass/config remote.origin.url 2025-09-07T07:01:00.4367414Z Entering 'third_party/fbgemm' 2025-09-07T07:01:00.4422361Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/config remote.origin.url 2025-09-07T07:01:00.4441679Z Entering 'third_party/fbgemm/external/asmjit' 2025-09-07T07:01:00.4496581Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/asmjit/config remote.origin.url 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remote.origin.url 2025-09-07T07:01:00.4814971Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-09-07T07:01:00.4868912Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/hipify_torch/config remote.origin.url 2025-09-07T07:01:00.4887866Z Entering 'third_party/fbgemm/external/json' 2025-09-07T07:01:00.4942132Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/json/config remote.origin.url 2025-09-07T07:01:00.4965352Z Entering 'third_party/flash-attention' 2025-09-07T07:01:00.5021539Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/flash-attention/config remote.origin.url 2025-09-07T07:01:00.5037520Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-09-07T07:01:00.5090045Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/flash-attention/modules/csrc/composable_kernel/config remote.origin.url 2025-09-07T07:01:00.5114102Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-09-07T07:01:00.5167578Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/flash-attention/modules/csrc/cutlass/config remote.origin.url 2025-09-07T07:01:00.5194173Z Entering 'third_party/flatbuffers' 2025-09-07T07:01:00.5249703Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/flatbuffers/config remote.origin.url 2025-09-07T07:01:00.5270898Z Entering 'third_party/fmt' 2025-09-07T07:01:00.5326468Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/fmt/config remote.origin.url 2025-09-07T07:01:00.5344406Z Entering 'third_party/gemmlowp/gemmlowp' 2025-09-07T07:01:00.5396730Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/gemmlowp/gemmlowp/config remote.origin.url 2025-09-07T07:01:00.5415564Z Entering 'third_party/gloo' 2025-09-07T07:01:00.5469969Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/gloo/config remote.origin.url 2025-09-07T07:01:00.5489217Z Entering 'third_party/googletest' 2025-09-07T07:01:00.5545510Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/googletest/config remote.origin.url 2025-09-07T07:01:00.5563382Z Entering 'third_party/ideep' 2025-09-07T07:01:00.5618067Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/ideep/config remote.origin.url 2025-09-07T07:01:00.5634132Z Entering 'third_party/ideep/mkl-dnn' 2025-09-07T07:01:00.5687719Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/ideep/modules/mkl-dnn/config remote.origin.url 2025-09-07T07:01:00.5712843Z Entering 'third_party/ittapi' 2025-09-07T07:01:00.5766686Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/ittapi/config remote.origin.url 2025-09-07T07:01:00.5784328Z Entering 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file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/cpr/config remote.origin.url 2025-09-07T07:01:00.6075593Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-09-07T07:01:00.6128904Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/fmt/config remote.origin.url 2025-09-07T07:01:00.6148074Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-09-07T07:01:00.6202063Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/gflags/config remote.origin.url 2025-09-07T07:01:00.6219222Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-09-07T07:01:00.6272773Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/gflags/modules/doc/config remote.origin.url 2025-09-07T07:01:00.6293602Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-09-07T07:01:00.6345983Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/glog/config remote.origin.url 2025-09-07T07:01:00.6363966Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-09-07T07:01:00.6418528Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/googletest/config remote.origin.url 2025-09-07T07:01:00.6437751Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-09-07T07:01:00.6491111Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/json/config remote.origin.url 2025-09-07T07:01:00.6511197Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-09-07T07:01:00.6567509Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/pfs/config remote.origin.url 2025-09-07T07:01:00.6587408Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-09-07T07:01:00.6639371Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/fmt/config remote.origin.url 2025-09-07T07:01:00.6658230Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-09-07T07:01:00.6711811Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/googletest/config remote.origin.url 2025-09-07T07:01:00.6732571Z Entering 'third_party/kleidiai' 2025-09-07T07:01:00.6784688Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/kleidiai/config remote.origin.url 2025-09-07T07:01:00.6803159Z Entering 'third_party/mimalloc' 2025-09-07T07:01:00.6856501Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/mimalloc/config remote.origin.url 2025-09-07T07:01:00.6874403Z Entering 'third_party/nlohmann' 2025-09-07T07:01:00.6928798Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/nlohmann/config remote.origin.url 2025-09-07T07:01:00.6949093Z Entering 'third_party/onnx' 2025-09-07T07:01:00.7005300Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/onnx/config remote.origin.url 2025-09-07T07:01:00.7036409Z Entering 'third_party/onnx/third_party/pybind11' 2025-09-07T07:01:00.7090770Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/onnx/modules/third_party/pybind11/config remote.origin.url 2025-09-07T07:01:00.7113399Z Entering 'third_party/opentelemetry-cpp' 2025-09-07T07:01:00.7168076Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/config remote.origin.url 2025-09-07T07:01:00.7185452Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-09-07T07:01:00.7237326Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/benchmark/config remote.origin.url 2025-09-07T07:01:00.7254288Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-09-07T07:01:00.7308281Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/googletest/config remote.origin.url 2025-09-07T07:01:00.7324819Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-09-07T07:01:00.7378019Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/ms-gsl/config remote.origin.url 2025-09-07T07:01:00.7400509Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-09-07T07:01:00.7456376Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/nlohmann-json/config remote.origin.url 2025-09-07T07:01:00.7474469Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-09-07T07:01:00.7528903Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/opentelemetry-proto/config remote.origin.url 2025-09-07T07:01:00.7547409Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-09-07T07:01:00.7598530Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/opentracing-cpp/config remote.origin.url 2025-09-07T07:01:00.7615358Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-09-07T07:01:00.7668974Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/prometheus-cpp/config remote.origin.url 2025-09-07T07:01:00.7686319Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-09-07T07:01:00.7740223Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/prometheus-cpp/modules/civetweb/config remote.origin.url 2025-09-07T07:01:00.7760367Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-09-07T07:01:00.7818346Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/prometheus-cpp/modules/googletest/config remote.origin.url 2025-09-07T07:01:00.7837968Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-09-07T07:01:00.7891495Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/tools/vcpkg/config remote.origin.url 2025-09-07T07:01:00.7926937Z Entering 'third_party/pocketfft' 2025-09-07T07:01:00.7980990Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/pocketfft/config remote.origin.url 2025-09-07T07:01:00.7999707Z Entering 'third_party/protobuf' 2025-09-07T07:01:00.8055250Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/protobuf/config remote.origin.url 2025-09-07T07:01:00.8075133Z Entering 'third_party/protobuf/third_party/benchmark' 2025-09-07T07:01:00.8131533Z 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remote.origin.url 2025-09-07T07:01:00.8731506Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-09-07T07:01:00.8784350Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/tensorpipe/modules/third_party/libnop/config remote.origin.url 2025-09-07T07:01:00.8800629Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-09-07T07:01:00.8852575Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/tensorpipe/modules/third_party/libuv/config remote.origin.url 2025-09-07T07:01:00.8870861Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-09-07T07:01:00.8926396Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/tensorpipe/modules/third_party/pybind11/config remote.origin.url 2025-09-07T07:01:00.8942075Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-09-07T07:01:00.8997102Z 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2025-09-07T07:01:01.3704731Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-09-07T07:01:01.3749172Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-09-07T07:01:01.3791881Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-09-07T07:01:01.3836163Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-09-07T07:01:01.3878793Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-09-07T07:01:01.3947871Z [command]/usr/bin/git submodule foreach --recursive git config --local --add 'url.https://github.com/.insteadOf' 'org-21003710@github.com:' 2025-09-07T07:01:01.4257191Z Entering 'android/libs/fbjni' 2025-09-07T07:01:01.4301083Z Entering 'third_party/FP16' 2025-09-07T07:01:01.4344549Z Entering 'third_party/FXdiv' 2025-09-07T07:01:01.4387957Z Entering 'third_party/NNPACK' 2025-09-07T07:01:01.4431766Z Entering 'third_party/NVTX' 2025-09-07T07:01:01.4481414Z Entering 'third_party/VulkanMemoryAllocator' 2025-09-07T07:01:01.4526348Z Entering 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2025-09-07T07:01:01.5252709Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-09-07T07:01:01.5301302Z Entering 'third_party/fbgemm/external/json' 2025-09-07T07:01:01.5356462Z Entering 'third_party/flash-attention' 2025-09-07T07:01:01.5403212Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-09-07T07:01:01.5453197Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-09-07T07:01:01.5507319Z Entering 'third_party/flatbuffers' 2025-09-07T07:01:01.5554010Z Entering 'third_party/fmt' 2025-09-07T07:01:01.5604433Z Entering 'third_party/gemmlowp/gemmlowp' 2025-09-07T07:01:01.5652507Z Entering 'third_party/gloo' 2025-09-07T07:01:01.5702271Z Entering 'third_party/googletest' 2025-09-07T07:01:01.5751238Z Entering 'third_party/ideep' 2025-09-07T07:01:01.5799627Z Entering 'third_party/ideep/mkl-dnn' 2025-09-07T07:01:01.5848712Z Entering 'third_party/ittapi' 2025-09-07T07:01:01.5893079Z Entering 'third_party/kineto' 2025-09-07T07:01:01.5938993Z Entering 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'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-09-07T07:01:01.6975701Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-09-07T07:01:01.7020429Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-09-07T07:01:01.7062592Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-09-07T07:01:01.7110142Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-09-07T07:01:01.7154868Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-09-07T07:01:01.7206556Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-09-07T07:01:01.7269598Z Entering 'third_party/pocketfft' 2025-09-07T07:01:01.7315661Z Entering 'third_party/protobuf' 2025-09-07T07:01:01.7362138Z Entering 'third_party/protobuf/third_party/benchmark' 2025-09-07T07:01:01.7411934Z Entering 'third_party/protobuf/third_party/googletest' 2025-09-07T07:01:01.7458776Z Entering 'third_party/psimd' 2025-09-07T07:01:01.7503328Z Entering 'third_party/pthreadpool' 2025-09-07T07:01:01.7549597Z Entering 'third_party/pybind11' 2025-09-07T07:01:01.7595033Z Entering 'third_party/python-peachpy' 2025-09-07T07:01:01.7638867Z Entering 'third_party/sleef' 2025-09-07T07:01:01.7683316Z Entering 'third_party/tensorpipe' 2025-09-07T07:01:01.7729235Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-09-07T07:01:01.7771145Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-09-07T07:01:01.7815039Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-09-07T07:01:01.7859332Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-09-07T07:01:01.7900790Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-09-07T07:01:01.7974697Z ##[endgroup] 2025-09-07T07:01:01.8010509Z [command]/usr/bin/git log -1 --format=%H 2025-09-07T07:01:01.8033503Z 93fb23d6fae7c4e82c4239a1033e522088742634 2025-09-07T07:01:01.8144524Z ##[group]Run cd "${GITHUB_WORKSPACE}" 2025-09-07T07:01:01.8144805Z cd "${GITHUB_WORKSPACE}" 2025-09-07T07:01:01.8145026Z # Clean stale submodule dirs 2025-09-07T07:01:01.8145259Z if [ -z "${NO_SUDO}" ]; then 2025-09-07T07:01:01.8145542Z  sudo git submodule foreach --recursive git clean -ffdx 2025-09-07T07:01:01.8145818Z else 2025-09-07T07:01:01.8146037Z  git submodule foreach --recursive git clean -ffdx 2025-09-07T07:01:01.8146280Z fi 2025-09-07T07:01:01.8157080Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:01:01.8157377Z env: 2025-09-07T07:01:01.8157545Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:01:01.8157728Z NO_SUDO: true 2025-09-07T07:01:01.8157891Z ##[endgroup] 2025-09-07T07:01:01.8484431Z Entering 'android/libs/fbjni' 2025-09-07T07:01:01.8519777Z Entering 'third_party/FP16' 2025-09-07T07:01:01.8554362Z Entering 'third_party/FXdiv' 2025-09-07T07:01:01.8588728Z Entering 'third_party/NNPACK' 2025-09-07T07:01:01.8623656Z Entering 'third_party/NVTX' 2025-09-07T07:01:01.8663754Z Entering 'third_party/VulkanMemoryAllocator' 2025-09-07T07:01:01.8699425Z Entering 'third_party/XNNPACK' 2025-09-07T07:01:01.8812220Z Entering 'third_party/aiter' 2025-09-07T07:01:01.8859818Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-09-07T07:01:01.8962336Z Entering 'third_party/benchmark' 2025-09-07T07:01:01.9001517Z Entering 'third_party/composable_kernel' 2025-09-07T07:01:01.9110339Z Entering 'third_party/cpp-httplib' 2025-09-07T07:01:01.9144457Z Entering 'third_party/cpuinfo' 2025-09-07T07:01:01.9183098Z Entering 'third_party/cudnn_frontend' 2025-09-07T07:01:01.9219867Z Entering 'third_party/cutlass' 2025-09-07T07:01:01.9311115Z Entering 'third_party/fbgemm' 2025-09-07T07:01:01.9370878Z Entering 'third_party/fbgemm/external/asmjit' 2025-09-07T07:01:01.9410129Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-09-07T07:01:01.9509166Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-09-07T07:01:01.9544745Z Entering 'third_party/fbgemm/external/cutlass' 2025-09-07T07:01:01.9635203Z Entering 'third_party/fbgemm/external/googletest' 2025-09-07T07:01:01.9670174Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-09-07T07:01:01.9701316Z Entering 'third_party/fbgemm/external/json' 2025-09-07T07:01:01.9748712Z Entering 'third_party/flash-attention' 2025-09-07T07:01:01.9788820Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-09-07T07:01:01.9879905Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-09-07T07:01:01.9970076Z Entering 'third_party/flatbuffers' 2025-09-07T07:01:02.0037027Z Entering 'third_party/fmt' 2025-09-07T07:01:02.0072639Z Entering 'third_party/gemmlowp/gemmlowp' 2025-09-07T07:01:02.0108479Z Entering 'third_party/gloo' 2025-09-07T07:01:02.0142797Z Entering 'third_party/googletest' 2025-09-07T07:01:02.0179279Z Entering 'third_party/ideep' 2025-09-07T07:01:02.0210957Z Entering 'third_party/ideep/mkl-dnn' 2025-09-07T07:01:02.0293848Z Entering 'third_party/ittapi' 2025-09-07T07:01:02.0329608Z Entering 'third_party/kineto' 2025-09-07T07:01:02.0368480Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-09-07T07:01:02.0403016Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-09-07T07:01:02.0454807Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-09-07T07:01:02.0493068Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-09-07T07:01:02.0529094Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-09-07T07:01:02.0560074Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-09-07T07:01:02.0594193Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-09-07T07:01:02.0631663Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-09-07T07:01:02.0667268Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-09-07T07:01:02.0714751Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-09-07T07:01:02.0751251Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-09-07T07:01:02.0783156Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-09-07T07:01:02.0825706Z Entering 'third_party/kleidiai' 2025-09-07T07:01:02.0862795Z Entering 'third_party/mimalloc' 2025-09-07T07:01:02.0903679Z Entering 'third_party/nlohmann' 2025-09-07T07:01:02.0952389Z Entering 'third_party/onnx' 2025-09-07T07:01:02.1256254Z Entering 'third_party/onnx/third_party/pybind11' 2025-09-07T07:01:02.1295172Z Entering 'third_party/opentelemetry-cpp' 2025-09-07T07:01:02.1351191Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-09-07T07:01:02.1384430Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-09-07T07:01:02.1420468Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-09-07T07:01:02.1452943Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-09-07T07:01:02.1496037Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-09-07T07:01:02.1528652Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-09-07T07:01:02.1561076Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-09-07T07:01:02.1592056Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-09-07T07:01:02.1644924Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-09-07T07:01:02.1683751Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-09-07T07:01:02.1918655Z Entering 'third_party/pocketfft' 2025-09-07T07:01:02.1950739Z Entering 'third_party/protobuf' 2025-09-07T07:01:02.2031313Z Entering 'third_party/protobuf/third_party/benchmark' 2025-09-07T07:01:02.2063845Z Entering 'third_party/protobuf/third_party/googletest' 2025-09-07T07:01:02.2103500Z Entering 'third_party/psimd' 2025-09-07T07:01:02.2136179Z Entering 'third_party/pthreadpool' 2025-09-07T07:01:02.2169824Z Entering 'third_party/pybind11' 2025-09-07T07:01:02.2209494Z Entering 'third_party/python-peachpy' 2025-09-07T07:01:02.2242661Z Entering 'third_party/sleef' 2025-09-07T07:01:02.2279603Z Entering 'third_party/tensorpipe' 2025-09-07T07:01:02.2319389Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-09-07T07:01:02.2352968Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-09-07T07:01:02.2385438Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-09-07T07:01:02.2422915Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-09-07T07:01:02.2459274Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-09-07T07:01:02.2608532Z Prepare all required actions 2025-09-07T07:01:02.2609048Z Getting action download info 2025-09-07T07:01:02.3885846Z ##[group]Run ./.github/actions/setup-linux 2025-09-07T07:01:02.3886079Z env: 2025-09-07T07:01:02.3886327Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:01:02.3886513Z ##[endgroup] 2025-09-07T07:01:02.3927488Z ##[group]Run set -euo pipefail 2025-09-07T07:01:02.3927731Z set -euo pipefail 2025-09-07T07:01:02.3927938Z function get_ec2_metadata() { 2025-09-07T07:01:02.3928209Z  # Pulled from instance metadata endpoint for EC2 2025-09-07T07:01:02.3928683Z  # see https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/instancedata-data-retrieval.html 2025-09-07T07:01:02.3929075Z  category=$1 2025-09-07T07:01:02.3929326Z  # If it is GCP runner (runner name contains gcp), do not run this 2025-09-07T07:01:02.3929636Z  runner_name_str=i-06116ae80d9b8dd1f 2025-09-07T07:01:02.3929923Z  if [[ -f /.inarc ]]; then 2025-09-07T07:01:02.3930171Z  echo "ARC Runner, no info on ec2 metadata" 2025-09-07T07:01:02.3930440Z  elif [[ $runner_name_str == *"gcp"* ]]; then 2025-09-07T07:01:02.3930764Z  echo "Runner is from Google Cloud Platform, No info on ec2 metadata" 2025-09-07T07:01:02.3931062Z  else 2025-09-07T07:01:02.3931663Z  curl -H "X-aws-ec2-metadata-token: $(curl -s -X PUT "http://169.254.169.254/latest/api/token" -H "X-aws-ec2-metadata-token-ttl-seconds: 30")" -fsSL "http://169.254.169.254/latest/meta-data/${category}" 2025-09-07T07:01:02.3932295Z  fi 2025-09-07T07:01:02.3932451Z } 2025-09-07T07:01:02.3932639Z echo "ami-id: $(get_ec2_metadata ami-id)" 2025-09-07T07:01:02.3932936Z echo "instance-id: $(get_ec2_metadata instance-id)" 2025-09-07T07:01:02.3933271Z echo "instance-type: $(get_ec2_metadata instance-type)" 2025-09-07T07:01:02.3933557Z echo "system info $(uname -a)" 2025-09-07T07:01:02.3940485Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:01:02.3940757Z env: 2025-09-07T07:01:02.3940913Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:01:02.3941104Z ##[endgroup] 2025-09-07T07:01:02.4079963Z ami-id: ami-05ffe3c48a9991133 2025-09-07T07:01:02.4169459Z instance-id: i-06116ae80d9b8dd1f 2025-09-07T07:01:02.4258757Z instance-type: g6.4xlarge 2025-09-07T07:01:02.4270272Z system info Linux ip-10-1-37-62.ec2.internal 6.1.141-155.222.amzn2023.x86_64 #1 SMP PREEMPT_DYNAMIC Tue Jun 17 10:29:47 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux 2025-09-07T07:01:02.4302599Z ##[group]Run echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-09-07T07:01:02.4303244Z echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-09-07T07:01:02.4309573Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:01:02.4310243Z env: 2025-09-07T07:01:02.4310507Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:01:02.4310709Z ##[endgroup] 2025-09-07T07:01:02.4380872Z ##[group]Run if systemctl is-active --quiet docker; then 2025-09-07T07:01:02.4381198Z if systemctl is-active --quiet docker; then 2025-09-07T07:01:02.4381468Z  echo "Docker daemon is running..."; 2025-09-07T07:01:02.4381704Z else 2025-09-07T07:01:02.4381956Z  echo "Starting docker daemon..." && sudo systemctl start docker; 2025-09-07T07:01:02.4382248Z fi 2025-09-07T07:01:02.4388755Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:01:02.4389034Z env: 2025-09-07T07:01:02.4389199Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:01:02.4389391Z ##[endgroup] 2025-09-07T07:01:02.4464965Z Docker daemon is running... 2025-09-07T07:01:02.4511749Z ##[group]Run nick-fields/retry@v3.0.0 2025-09-07T07:01:02.4511970Z with: 2025-09-07T07:01:02.4512109Z shell: bash 2025-09-07T07:01:02.4512440Z timeout_minutes: 5 2025-09-07T07:01:02.4512640Z max_attempts: 3 2025-09-07T07:01:02.4512815Z retry_wait_seconds: 30 2025-09-07T07:01:02.4514442Z command: AWS_ACCOUNT_ID=$(aws sts get-caller-identity|grep Account|cut -f4 -d\") aws ecr get-login-password --region "$AWS_DEFAULT_REGION" | docker login --username AWS \ --password-stdin "$AWS_ACCOUNT_ID.dkr.ecr.$AWS_DEFAULT_REGION.amazonaws.com" # For LF Runners we need to make sure we also login to Meta's ECR docker registry too. META_AWS_ACCOUNT_ID=308535385114 if [ "$AWS_ACCOUNT_ID" != "$META_AWS_ACCOUNT_ID" ] ; then aws ecr get-login-password --region "$AWS_DEFAULT_REGION" | docker login --username AWS \ --password-stdin "$META_AWS_ACCOUNT_ID.dkr.ecr.$AWS_DEFAULT_REGION.amazonaws.com" fi 2025-09-07T07:01:02.4516063Z polling_interval_seconds: 1 2025-09-07T07:01:02.4516268Z warning_on_retry: true 2025-09-07T07:01:02.4516458Z continue_on_error: false 2025-09-07T07:01:02.4516637Z env: 2025-09-07T07:01:02.4516786Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:01:02.4516971Z AWS_RETRY_MODE: standard 2025-09-07T07:01:02.4517146Z AWS_MAX_ATTEMPTS: 5 2025-09-07T07:01:02.4517326Z AWS_DEFAULT_REGION: us-east-1 2025-09-07T07:01:02.4517516Z ##[endgroup] 2025-09-07T07:01:03.4356361Z WARNING! Your password will be stored unencrypted in /home/ec2-user/.docker/config.json. 2025-09-07T07:01:03.4357296Z Configure a credential helper to remove this warning. See 2025-09-07T07:01:03.4357863Z https://docs.docker.com/engine/reference/commandline/login/#credentials-store 2025-09-07T07:01:03.4358214Z 2025-09-07T07:01:03.4358307Z Login Succeeded 2025-09-07T07:01:03.8806751Z WARNING! Your password will be stored unencrypted in /home/ec2-user/.docker/config.json. 2025-09-07T07:01:03.8807414Z Configure a credential helper to remove this warning. See 2025-09-07T07:01:03.8807941Z https://docs.docker.com/engine/reference/commandline/login/#credentials-store 2025-09-07T07:01:03.8808298Z 2025-09-07T07:01:03.8808450Z Login Succeeded 2025-09-07T07:01:04.5272779Z Command completed after 1 attempt(s). 2025-09-07T07:01:04.5342181Z ##[group]Run env | grep '^GITHUB' >> "/tmp/github_env_${GITHUB_RUN_ID}" 2025-09-07T07:01:04.5342574Z env | grep '^GITHUB' >> "/tmp/github_env_${GITHUB_RUN_ID}" 2025-09-07T07:01:04.5342897Z env | grep '^CI' >> "/tmp/github_env_${GITHUB_RUN_ID}" 2025-09-07T07:01:04.5350415Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:01:04.5350688Z env: 2025-09-07T07:01:04.5350852Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:01:04.5351054Z ##[endgroup] 2025-09-07T07:01:04.5437460Z ##[group]Run # ignore expansion of "docker ps -q" since it could be empty 2025-09-07T07:01:04.5437880Z # ignore expansion of "docker ps -q" since it could be empty 2025-09-07T07:01:04.5438182Z # shellcheck disable=SC2046 2025-09-07T07:01:04.5438422Z docker stop $(docker ps -q) || true 2025-09-07T07:01:04.5438662Z # Prune all of the docker images 2025-09-07T07:01:04.5438904Z docker system prune -af 2025-09-07T07:01:04.5444987Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:01:04.5445265Z env: 2025-09-07T07:01:04.5445423Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:01:04.5445607Z ##[endgroup] 2025-09-07T07:01:04.5666394Z "docker stop" requires at least 1 argument. 2025-09-07T07:01:04.5666707Z See 'docker stop --help'. 2025-09-07T07:01:04.5666847Z 2025-09-07T07:01:04.5666983Z Usage: docker stop [OPTIONS] CONTAINER [CONTAINER...] 2025-09-07T07:01:04.5667177Z 2025-09-07T07:01:04.5667259Z Stop one or more running containers 2025-09-07T07:01:04.5829554Z Total reclaimed space: 0B 2025-09-07T07:01:04.5875220Z ##[group]Run set +e 2025-09-07T07:01:04.5875430Z set +e 2025-09-07T07:01:04.5875595Z set -x 2025-09-07T07:01:04.5875758Z  2025-09-07T07:01:04.5875947Z PT_DOMAIN=download.pytorch.org 2025-09-07T07:01:04.5876367Z # TODO: Flaky access to download.pytorch.org https://github.com/pytorch/pytorch/issues/100400, 2025-09-07T07:01:04.5877085Z # cleaning this up once the issue is fixed. There are more than one resolved IP here, the last 2025-09-07T07:01:04.5877483Z # one is returned at random 2025-09-07T07:01:04.5877770Z RESOLVED_IP=$(dig -4 +short "${PT_DOMAIN}" | tail -n1) 2025-09-07T07:01:04.5878036Z  2025-09-07T07:01:04.5878203Z if [ -z "${RESOLVED_IP}" ]; then 2025-09-07T07:01:04.5878507Z  echo "Couldn't resolve ${PT_DOMAIN}, retrying with Google DNS..." 2025-09-07T07:01:04.5878877Z  RESOLVED_IP=$(dig -4 +short "${PT_DOMAIN}" @8.8.8.8 | tail -n1) 2025-09-07T07:01:04.5879159Z  2025-09-07T07:01:04.5879320Z  if [ -z "${RESOLVED_IP}" ]; then 2025-09-07T07:01:04.5879605Z  echo "Couldn't resolve ${PT_DOMAIN}, exiting..." 2025-09-07T07:01:04.5879857Z  exit 1 2025-09-07T07:01:04.5880019Z  fi 2025-09-07T07:01:04.5880173Z fi 2025-09-07T07:01:04.5880321Z  2025-09-07T07:01:04.5880504Z if grep -r "${PT_DOMAIN}" /etc/hosts; then 2025-09-07T07:01:04.5880771Z  # Clean up any old records first 2025-09-07T07:01:04.5881015Z  sudo sed -i "/${PT_DOMAIN}/d" /etc/hosts 2025-09-07T07:01:04.5881240Z fi 2025-09-07T07:01:04.5881384Z  2025-09-07T07:01:04.5881603Z echo "${RESOLVED_IP} ${PT_DOMAIN}" | sudo tee -a /etc/hosts 2025-09-07T07:01:04.5881872Z cat /etc/hosts 2025-09-07T07:01:04.5889177Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:01:04.5889461Z env: 2025-09-07T07:01:04.5889626Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:01:04.5889808Z ##[endgroup] 2025-09-07T07:01:04.5913295Z + PT_DOMAIN=download.pytorch.org 2025-09-07T07:01:04.5918307Z ++ dig -4 +short download.pytorch.org 2025-09-07T07:01:04.5919643Z ++ tail -n1 2025-09-07T07:01:04.6231384Z + RESOLVED_IP=18.160.10.36 2025-09-07T07:01:04.6231738Z + '[' -z 18.160.10.36 ']' 2025-09-07T07:01:04.6232065Z + grep -r download.pytorch.org /etc/hosts 2025-09-07T07:01:04.6246829Z + echo '18.160.10.36 download.pytorch.org' 2025-09-07T07:01:04.6247724Z + sudo tee -a /etc/hosts 2025-09-07T07:01:04.9236558Z 18.160.10.36 download.pytorch.org 2025-09-07T07:01:04.9255172Z + cat /etc/hosts 2025-09-07T07:01:04.9265396Z 127.0.0.1 localhost localhost.localdomain localhost4 localhost4.localdomain4 2025-09-07T07:01:04.9271183Z ::1 localhost6 localhost6.localdomain6 2025-09-07T07:01:04.9271534Z 18.160.10.36 download.pytorch.org 2025-09-07T07:01:04.9414529Z ##[group]Run pytorch/test-infra/.github/actions/calculate-docker-image@main 2025-09-07T07:01:04.9414919Z with: 2025-09-07T07:01:04.9415503Z docker-image-name: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-ae53c6842aa4c2407d0ad976491ca941c2635c77 2025-09-07T07:01:04.9416138Z use-custom-docker-registry: true 2025-09-07T07:01:04.9416372Z docker-build-dir: .ci/docker 2025-09-07T07:01:04.9416579Z docker-build-script: ./build.sh 2025-09-07T07:01:04.9416786Z working-directory: . 2025-09-07T07:01:04.9417034Z docker-registry: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-09-07T07:01:04.9417316Z force-push: false 2025-09-07T07:01:04.9417477Z env: 2025-09-07T07:01:04.9417628Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:01:04.9417809Z ##[endgroup] 2025-09-07T07:01:04.9442453Z ##[group]Run set -ex 2025-09-07T07:01:04.9442669Z set -ex 2025-09-07T07:01:04.9442825Z  2025-09-07T07:01:04.9443143Z # If the docker build directory or the build script doesn't exist, the action will 2025-09-07T07:01:04.9443781Z # gracefully return the docker image name as it is. Pulling docker image in Linux 2025-09-07T07:01:04.9444174Z # job could then download the pre-built image as usual 2025-09-07T07:01:04.9444667Z if [[ -d "${DOCKER_BUILD_DIR}" ]] && [[ -f "${DOCKER_BUILD_DIR}/${DOCKER_BUILD_SCRIPT}" ]] && [[ "${USE_CUSTOM_DOCKER_REGISTRY}" == "true" ]]; then 2025-09-07T07:01:04.9445121Z  echo "skip=false" >> "${GITHUB_OUTPUT}" 2025-09-07T07:01:04.9445354Z else 2025-09-07T07:01:04.9445542Z  echo "skip=true" >> "${GITHUB_OUTPUT}" 2025-09-07T07:01:04.9445852Z  echo "docker-image=${DOCKER_IMAGE_NAME}" >> "${GITHUB_OUTPUT}" 2025-09-07T07:01:04.9446141Z  2025-09-07T07:01:04.9446650Z  echo "Not using custom ECR registry. Either it was not requested or there is no Docker build script in the ${REPO_NAME} repo..." 2025-09-07T07:01:04.9447109Z  exit 0 2025-09-07T07:01:04.9447262Z fi 2025-09-07T07:01:04.9447413Z  2025-09-07T07:01:04.9447656Z if [[ "${DOCKER_IMAGE_NAME}" == *"${DOCKER_REGISTRY}/${REPO_NAME}"* ]]; then 2025-09-07T07:01:04.9448079Z  # The docker image name already includes the ECR prefix and tag, so we can just 2025-09-07T07:01:04.9448451Z  # use it as it is, but first let's extract the tag 2025-09-07T07:01:04.9448782Z  DOCKER_TAG=$(echo "${DOCKER_IMAGE_NAME}" | awk -F '[:,]' '{print $2}') 2025-09-07T07:01:04.9449155Z  echo "docker-tag=${DOCKER_TAG}" >> "${GITHUB_OUTPUT}" 2025-09-07T07:01:04.9449495Z  echo "docker-image=${DOCKER_IMAGE_NAME}" >> "${GITHUB_OUTPUT}" 2025-09-07T07:01:04.9449775Z else 2025-09-07T07:01:04.9449964Z  if [[ "${DOCKER_IMAGE_NAME}" == *:* ]]; then 2025-09-07T07:01:04.9450230Z  CUSTOM_TAG_PREFIX=${DOCKER_IMAGE_NAME#*:} 2025-09-07T07:01:04.9450520Z  DOCKER_IMAGE_NAME=${DOCKER_IMAGE_NAME%%:*} 2025-09-07T07:01:04.9450756Z  fi 2025-09-07T07:01:04.9451075Z  DOCKER_TAG=${CUSTOM_TAG_PREFIX:+${CUSTOM_TAG_PREFIX}-}$(git rev-parse HEAD:"${DOCKER_BUILD_DIR}") 2025-09-07T07:01:04.9451493Z  echo "docker-tag=${DOCKER_TAG}" >> "${GITHUB_OUTPUT}" 2025-09-07T07:01:04.9451939Z  echo "docker-image=${DOCKER_REGISTRY}/${REPO_NAME}/${DOCKER_IMAGE_NAME}:${DOCKER_TAG}" >> "${GITHUB_OUTPUT}" 2025-09-07T07:01:04.9452439Z  echo "custom-tag-prefix=${CUSTOM_TAG_PREFIX}" >> "${GITHUB_OUTPUT}" 2025-09-07T07:01:04.9452738Z fi 2025-09-07T07:01:04.9462801Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:01:04.9463070Z env: 2025-09-07T07:01:04.9463225Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:01:04.9463419Z REPO_NAME: pytorch 2025-09-07T07:01:04.9464122Z DOCKER_IMAGE_NAME: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-ae53c6842aa4c2407d0ad976491ca941c2635c77 2025-09-07T07:01:04.9464757Z DOCKER_BUILD_DIR: .ci/docker 2025-09-07T07:01:04.9464962Z DOCKER_BUILD_SCRIPT: ./build.sh 2025-09-07T07:01:04.9465232Z DOCKER_REGISTRY: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-09-07T07:01:04.9465528Z USE_CUSTOM_DOCKER_REGISTRY: true 2025-09-07T07:01:04.9465734Z CUSTOM_TAG_PREFIX: 2025-09-07T07:01:04.9465896Z ##[endgroup] 2025-09-07T07:01:04.9489971Z + [[ -d .ci/docker ]] 2025-09-07T07:01:04.9490280Z + [[ -f .ci/docker/./build.sh ]] 2025-09-07T07:01:04.9490553Z + [[ true == \t\r\u\e ]] 2025-09-07T07:01:04.9490802Z + echo skip=false 2025-09-07T07:01:04.9491784Z + [[ 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-ae53c6842aa4c2407d0ad976491ca941c2635c77 == *\3\0\8\5\3\5\3\8\5\1\1\4\.\d\k\r\.\e\c\r\.\u\s\-\e\a\s\t\-\1\.\a\m\a\z\o\n\a\w\s\.\c\o\m\/\p\y\t\o\r\c\h* ]] 2025-09-07T07:01:04.9496607Z ++ echo 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-ae53c6842aa4c2407d0ad976491ca941c2635c77 2025-09-07T07:01:04.9497525Z ++ awk -F '[:,]' '{print $2}' 2025-09-07T07:01:04.9521734Z + DOCKER_TAG=pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-ae53c6842aa4c2407d0ad976491ca941c2635c77 2025-09-07T07:01:04.9522535Z + echo docker-tag=pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-ae53c6842aa4c2407d0ad976491ca941c2635c77 2025-09-07T07:01:04.9523584Z + echo docker-image=308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-ae53c6842aa4c2407d0ad976491ca941c2635c77 2025-09-07T07:01:04.9559134Z ##[group]Run set +e 2025-09-07T07:01:04.9559372Z set +e 2025-09-07T07:01:04.9559545Z set -x 2025-09-07T07:01:04.9559702Z  2025-09-07T07:01:04.9559847Z login() { 2025-09-07T07:01:04.9560201Z  aws ecr get-login-password --region us-east-1 | docker login -u AWS --password-stdin "$1" 2025-09-07T07:01:04.9560574Z } 2025-09-07T07:01:04.9560736Z  2025-09-07T07:01:04.9560891Z retry () { 2025-09-07T07:01:04.9561091Z  $* || (sleep 1 && $*) || (sleep 2 && $*) 2025-09-07T07:01:04.9561311Z } 2025-09-07T07:01:04.9561458Z  2025-09-07T07:01:04.9561617Z retry login "${DOCKER_REGISTRY}" 2025-09-07T07:01:04.9561837Z  2025-09-07T07:01:04.9562003Z START_TIME=$(date +%s) 2025-09-07T07:01:04.9562219Z # Wait up to 120 minutes 2025-09-07T07:01:04.9562481Z while [[ $(( $(date +%s) - 7200 )) -lt $START_TIME ]]; do 2025-09-07T07:01:04.9562822Z  # Check if image already exists, if it does then skip building it 2025-09-07T07:01:04.9563169Z  if docker manifest inspect "${DOCKER_IMAGE}"; then 2025-09-07T07:01:04.9563423Z  exit 0 2025-09-07T07:01:04.9563585Z  fi 2025-09-07T07:01:04.9563725Z  2025-09-07T07:01:04.9564000Z  # NB: This flag is used by Docker build workflow to push the image to ECR, so we can 2025-09-07T07:01:04.9564457Z  # use this to differentiate between the Docker build and regular build jobs. For the 2025-09-07T07:01:04.9564911Z  # latter, it will wait for the Docker images to become available before continuing 2025-09-07T07:01:04.9565280Z  if [ "${DOCKER_PUSH:-false}" == "true" ]; then 2025-09-07T07:01:04.9565563Z  # It's a Docker build job, let's build the image 2025-09-07T07:01:04.9565808Z  break 2025-09-07T07:01:04.9565968Z  else 2025-09-07T07:01:04.9566337Z  # It's a regular build job, wait for the image to become available 2025-09-07T07:01:04.9566627Z  sleep 300 2025-09-07T07:01:04.9566798Z  fi 2025-09-07T07:01:04.9566948Z done 2025-09-07T07:01:04.9567091Z  2025-09-07T07:01:04.9567329Z # NB: This part requires a full checkout. Otherwise, the merge base will 2025-09-07T07:01:04.9567879Z # be empty. The default action would be to continue rebuild the image 2025-09-07T07:01:04.9568265Z if [[ "$BASE_REVISION" = "$(git rev-parse HEAD)" ]]; then 2025-09-07T07:01:04.9568584Z  # if we're on the base branch then use the parent commit 2025-09-07T07:01:04.9568863Z  MERGE_BASE=$(git rev-parse HEAD~) 2025-09-07T07:01:04.9569075Z else 2025-09-07T07:01:04.9569320Z  # otherwise we're on a PR, so use the most recent base commit 2025-09-07T07:01:04.9569650Z  MERGE_BASE=$(git merge-base HEAD "$BASE_REVISION") 2025-09-07T07:01:04.9569901Z fi 2025-09-07T07:01:04.9570042Z  2025-09-07T07:01:04.9570208Z if [[ -z "${MERGE_BASE}" ]]; then 2025-09-07T07:01:04.9570460Z  echo "rebuild=true" >> "${GITHUB_OUTPUT}" 2025-09-07T07:01:04.9570694Z  2025-09-07T07:01:04.9571011Z  echo "Finding merge base only works with full checkout, please set fetch-depth to 0, continuing ..." 2025-09-07T07:01:04.9571407Z  exit 0 2025-09-07T07:01:04.9571571Z fi 2025-09-07T07:01:04.9571716Z  2025-09-07T07:01:04.9572049Z if ! git rev-parse "${MERGE_BASE}:${DOCKER_BUILD_DIR}"; then 2025-09-07T07:01:04.9572523Z  echo "Directory '${DOCKER_BUILD_DIR}' not found in commit $MERGE_BASE, you should rebase onto a more recent commit" 2025-09-07T07:01:04.9572932Z  exit 1 2025-09-07T07:01:04.9573087Z fi 2025-09-07T07:01:04.9573226Z  2025-09-07T07:01:04.9573475Z PREVIOUS_DOCKER_TAG=$(git rev-parse "${MERGE_BASE}:${DOCKER_BUILD_DIR}") 2025-09-07T07:01:04.9573939Z # If no image exists but the hash is the same as the previous hash then we should error out here 2025-09-07T07:01:04.9574350Z if [[ "${PREVIOUS_DOCKER_TAG}" == "${DOCKER_TAG}" ]]; then 2025-09-07T07:01:04.9574822Z  echo "WARNING: Something has gone wrong and the previous image isn't available for the merge-base of your branch" 2025-09-07T07:01:04.9575353Z  echo " Will re-build docker image to store in local cache, TTS may be longer" 2025-09-07T07:01:04.9575664Z fi 2025-09-07T07:01:04.9575806Z  2025-09-07T07:01:04.9576002Z echo "rebuild=true" >> "${GITHUB_OUTPUT}" 2025-09-07T07:01:04.9582307Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:01:04.9582570Z env: 2025-09-07T07:01:04.9582724Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:01:04.9582920Z DOCKER_BUILD_DIR: .ci/docker 2025-09-07T07:01:04.9583159Z BASE_REVISION: 93fb23d6fae7c4e82c4239a1033e522088742634 2025-09-07T07:01:04.9583801Z DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-ae53c6842aa4c2407d0ad976491ca941c2635c77 2025-09-07T07:01:04.9584603Z DOCKER_TAG: pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-ae53c6842aa4c2407d0ad976491ca941c2635c77 2025-09-07T07:01:04.9585083Z DOCKER_REGISTRY: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-09-07T07:01:04.9585362Z DOCKER_PUSH: 2025-09-07T07:01:04.9585524Z ##[endgroup] 2025-09-07T07:01:04.9608635Z + retry login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-09-07T07:01:04.9609074Z + login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-09-07T07:01:04.9611619Z + aws ecr get-login-password --region us-east-1 2025-09-07T07:01:04.9613085Z + docker login -u AWS --password-stdin 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-09-07T07:01:05.4071086Z WARNING! Your password will be stored unencrypted in /home/ec2-user/.docker/config.json. 2025-09-07T07:01:05.4072170Z Configure a credential helper to remove this warning. See 2025-09-07T07:01:05.4073181Z https://docs.docker.com/engine/reference/commandline/login/#credentials-store 2025-09-07T07:01:05.4073864Z 2025-09-07T07:01:05.4077706Z Login Succeeded 2025-09-07T07:01:05.4097909Z ++ date +%s 2025-09-07T07:01:05.4109024Z + START_TIME=1757228465 2025-09-07T07:01:05.4112121Z ++ date +%s 2025-09-07T07:01:05.4120626Z + [[ 1757221265 -lt 1757228465 ]] 2025-09-07T07:01:05.4121466Z + docker manifest inspect 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-ae53c6842aa4c2407d0ad976491ca941c2635c77 2025-09-07T07:01:05.6102217Z { 2025-09-07T07:01:05.6102584Z "schemaVersion": 2, 2025-09-07T07:01:05.6103212Z "mediaType": "application/vnd.docker.distribution.manifest.v2+json", 2025-09-07T07:01:05.6103917Z "config": { 2025-09-07T07:01:05.6104404Z "mediaType": "application/vnd.docker.container.image.v1+json", 2025-09-07T07:01:05.6104988Z "size": 31326, 2025-09-07T07:01:05.6105592Z "digest": 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"sha256:6074f3d840a9c3608f7ea4d3842ffaa3e79a0f32afc2c9fe971935f0878e885d" 2025-09-07T07:01:05.6214810Z }, 2025-09-07T07:01:05.6214943Z { 2025-09-07T07:01:05.6215160Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-09-07T07:01:05.6215445Z "size": 32, 2025-09-07T07:01:05.6215733Z "digest": "sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1" 2025-09-07T07:01:05.6216063Z } 2025-09-07T07:01:05.6216200Z ] 2025-09-07T07:01:05.6216334Z } 2025-09-07T07:01:05.6216613Z + exit 0 2025-09-07T07:01:05.6248010Z ##[group]Run set -eux 2025-09-07T07:01:05.6248216Z set -eux 2025-09-07T07:01:05.6248512Z # It's ok if this steps fails, it would then be an anonymous user like what we used to have 2025-09-07T07:01:05.6249332Z aws secretsmanager get-secret-value --secret-id docker_hub_readonly_token | jq --raw-output '.SecretString' | jq -r .docker_hub_readonly_token | docker login --username pytorchbot --password-stdin || true 2025-09-07T07:01:05.6256807Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:01:05.6257091Z env: 2025-09-07T07:01:05.6257246Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:01:05.6257429Z ##[endgroup] 2025-09-07T07:01:05.6284225Z + aws secretsmanager get-secret-value --secret-id docker_hub_readonly_token 2025-09-07T07:01:05.6284957Z + jq --raw-output .SecretString 2025-09-07T07:01:05.6286119Z + jq -r .docker_hub_readonly_token 2025-09-07T07:01:05.6287426Z + docker login --username pytorchbot --password-stdin 2025-09-07T07:01:06.1276830Z WARNING! Your password will be stored unencrypted in /home/ec2-user/.docker/config.json. 2025-09-07T07:01:06.1277608Z Configure a credential helper to remove this warning. See 2025-09-07T07:01:06.1278319Z https://docs.docker.com/engine/reference/commandline/login/#credentials-store 2025-09-07T07:01:06.1278805Z 2025-09-07T07:01:06.1278974Z Login Succeeded 2025-09-07T07:01:06.1360788Z ##[group]Run tag=${ECR_DOCKER_IMAGE##*:} 2025-09-07T07:01:06.1361102Z tag=${ECR_DOCKER_IMAGE##*:} 2025-09-07T07:01:06.1361411Z echo "docker pull ghcr.io/pytorch/ci-image:${tag/:/-}" 2025-09-07T07:01:06.1368693Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:01:06.1368992Z env: 2025-09-07T07:01:06.1369160Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:01:06.1369777Z ECR_DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-ae53c6842aa4c2407d0ad976491ca941c2635c77 2025-09-07T07:01:06.1370402Z ##[endgroup] 2025-09-07T07:01:06.1395989Z docker pull ghcr.io/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-ae53c6842aa4c2407d0ad976491ca941c2635c77 2025-09-07T07:01:06.1473848Z ##[group]Run pytorch/test-infra/.github/actions/pull-docker-image@main 2025-09-07T07:01:06.1474199Z with: 2025-09-07T07:01:06.1474763Z docker-image: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-ae53c6842aa4c2407d0ad976491ca941c2635c77 2025-09-07T07:01:06.1475432Z docker-registry: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-09-07T07:01:06.1475717Z env: 2025-09-07T07:01:06.1475869Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:01:06.1476056Z ##[endgroup] 2025-09-07T07:01:06.1498656Z ##[group]Run set -x 2025-09-07T07:01:06.1498850Z set -x 2025-09-07T07:01:06.1499008Z set +e 2025-09-07T07:01:06.1499159Z  2025-09-07T07:01:06.1499326Z login() { 2025-09-07T07:01:06.1499675Z  aws ecr get-login-password --region us-east-1 | docker login -u AWS --password-stdin "$1" 2025-09-07T07:01:06.1500065Z } 2025-09-07T07:01:06.1500220Z  2025-09-07T07:01:06.1500413Z retry () { 2025-09-07T07:01:06.1500629Z  $* || (sleep 1 && $*) || (sleep 2 && $*) 2025-09-07T07:01:06.1500867Z } 2025-09-07T07:01:06.1501012Z  2025-09-07T07:01:06.1501172Z retry login "${DOCKER_REGISTRY}" 2025-09-07T07:01:06.1501385Z  2025-09-07T07:01:06.1501727Z IMAGE_SIZE=$(docker manifest inspect "${DOCKER_IMAGE}" | jq '[.layers[].size, .config.size] | add / 1024 / 1024') 2025-09-07T07:01:06.1502216Z echo "Compressed size of image in MB: ${IMAGE_SIZE}" 2025-09-07T07:01:06.1502480Z  2025-09-07T07:01:06.1502617Z set -e 2025-09-07T07:01:06.1502873Z # ignore output since only exit code is used for conditional 2025-09-07T07:01:06.1503224Z # only pull docker image if it's not available locally 2025-09-07T07:01:06.1503779Z if ! docker inspect --type=image "${DOCKER_IMAGE}" >/dev/null 2>/dev/null; then 2025-09-07T07:01:06.1504138Z  retry docker pull "${DOCKER_IMAGE}" 2025-09-07T07:01:06.1504363Z fi 2025-09-07T07:01:06.1510896Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:01:06.1511177Z env: 2025-09-07T07:01:06.1511331Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:01:06.1511925Z DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-ae53c6842aa4c2407d0ad976491ca941c2635c77 2025-09-07T07:01:06.1512609Z DOCKER_REGISTRY: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-09-07T07:01:06.1512887Z ##[endgroup] 2025-09-07T07:01:06.1535895Z + set +e 2025-09-07T07:01:06.1536280Z + retry login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-09-07T07:01:06.1536780Z + login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-09-07T07:01:06.1539574Z + aws ecr get-login-password --region us-east-1 2025-09-07T07:01:06.1540692Z + docker login -u AWS --password-stdin 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-09-07T07:01:06.5891007Z WARNING! Your password will be stored unencrypted in /home/ec2-user/.docker/config.json. 2025-09-07T07:01:06.5892680Z Configure a credential helper to remove this warning. See 2025-09-07T07:01:06.5893719Z https://docs.docker.com/engine/reference/commandline/login/#credentials-store 2025-09-07T07:01:06.5894817Z 2025-09-07T07:01:06.5895020Z Login Succeeded 2025-09-07T07:01:06.5917161Z ++ docker manifest inspect 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-ae53c6842aa4c2407d0ad976491ca941c2635c77 2025-09-07T07:01:06.5918071Z ++ jq '[.layers[].size, .config.size] | add / 1024 / 1024' 2025-09-07T07:01:06.8031840Z + IMAGE_SIZE=15022.6312084198 2025-09-07T07:01:06.8032283Z + echo 'Compressed size of image in MB: 15022.6312084198' 2025-09-07T07:01:06.8032700Z + set -e 2025-09-07T07:01:06.8033458Z + docker inspect --type=image 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-ae53c6842aa4c2407d0ad976491ca941c2635c77 2025-09-07T07:01:06.8034462Z Compressed size of image in MB: 15022.6312084198 2025-09-07T07:01:06.8141167Z + retry docker pull 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-ae53c6842aa4c2407d0ad976491ca941c2635c77 2025-09-07T07:01:06.8142493Z + docker pull 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-ae53c6842aa4c2407d0ad976491ca941c2635c77 2025-09-07T07:01:07.0352123Z pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-ae53c6842aa4c2407d0ad976491ca941c2635c77: Pulling from pytorch/ci-image 2025-09-07T07:01:07.0353436Z e6fdc8487bfe: Pulling fs layer 2025-09-07T07:01:07.0353960Z 6b5613864d39: Pulling fs layer 2025-09-07T07:01:07.0354439Z b82f7659260b: Pulling fs layer 2025-09-07T07:01:07.0354874Z 9c1cf73583ae: Pulling fs layer 2025-09-07T07:01:07.0355347Z d3c08322a332: Pulling fs layer 2025-09-07T07:01:07.0355791Z b836e3601430: Pulling fs layer 2025-09-07T07:01:07.0356215Z 36f61e188420: Pulling fs layer 2025-09-07T07:01:07.0356747Z 7fc6e520febf: Pulling fs layer 2025-09-07T07:01:07.0357500Z 88a91ab1cbdc: Pulling fs layer 2025-09-07T07:01:07.0357990Z 9c1cf73583ae: Waiting 2025-09-07T07:01:07.0358328Z 71ba14ed2ae1: Pulling fs layer 2025-09-07T07:01:07.0358691Z d3c08322a332: Waiting 2025-09-07T07:01:07.0358937Z 7a19ecfcdaa8: Pulling fs layer 2025-09-07T07:01:07.0359134Z 36f61e188420: Waiting 2025-09-07T07:01:07.0359440Z fcec9e751430: Pulling fs layer 2025-09-07T07:01:07.0359780Z ddf0c73969a6: Pulling fs layer 2025-09-07T07:01:07.0360112Z 7fc6e520febf: Waiting 2025-09-07T07:01:07.0360375Z 4bf206a97e77: Pulling fs layer 2025-09-07T07:01:07.0360570Z 4f4fb700ef54: Pulling fs layer 2025-09-07T07:01:07.0360828Z 81597ede62b3: Pulling fs layer 2025-09-07T07:01:07.0361134Z 71ba14ed2ae1: Waiting 2025-09-07T07:01:07.0361338Z 8569053f64fb: Pulling fs layer 2025-09-07T07:01:07.0361765Z 7a19ecfcdaa8: Waiting 2025-09-07T07:01:07.0361929Z 88a91ab1cbdc: Waiting 2025-09-07T07:01:07.0362091Z ddf0c73969a6: Waiting 2025-09-07T07:01:07.0362268Z ae6932bbb77a: Pulling fs layer 2025-09-07T07:01:07.0362451Z 81597ede62b3: Waiting 2025-09-07T07:01:07.0362612Z 8f825031afbf: Pulling fs layer 2025-09-07T07:01:07.0362803Z b836e3601430: Waiting 2025-09-07T07:01:07.0362979Z 67f796c8ac98: Pulling fs layer 2025-09-07T07:01:07.0363162Z 8569053f64fb: Waiting 2025-09-07T07:01:07.0363316Z 4bf206a97e77: Waiting 2025-09-07T07:01:07.0363491Z d5e7f4dadffb: Pulling fs layer 2025-09-07T07:01:07.0363677Z fcec9e751430: Waiting 2025-09-07T07:01:07.0363839Z ae6932bbb77a: Waiting 2025-09-07T07:01:07.0363990Z 8f825031afbf: Waiting 2025-09-07T07:01:07.0364159Z 47d8935cd387: Pulling fs layer 2025-09-07T07:01:07.0364340Z 67f796c8ac98: Waiting 2025-09-07T07:01:07.0364505Z eb56e24b8767: Pulling fs layer 2025-09-07T07:01:07.0364681Z 4f4fb700ef54: Waiting 2025-09-07T07:01:07.0364838Z 47d8935cd387: Waiting 2025-09-07T07:01:07.0365011Z 3561f9dce6d1: Pulling fs layer 2025-09-07T07:01:07.0365192Z eb56e24b8767: Waiting 2025-09-07T07:01:07.0365351Z 0d7f4e0a51c5: Pulling fs layer 2025-09-07T07:01:07.0365548Z d80fb6aeb950: Pulling fs layer 2025-09-07T07:01:07.0365735Z d5e7f4dadffb: Waiting 2025-09-07T07:01:07.0365896Z 3561f9dce6d1: Waiting 2025-09-07T07:01:07.0366055Z c438ab3c8289: Pulling fs layer 2025-09-07T07:01:07.0366350Z d80fb6aeb950: Waiting 2025-09-07T07:01:07.0366755Z 0d7f4e0a51c5: Waiting 2025-09-07T07:01:07.0366947Z 0be685dd7221: Pulling fs layer 2025-09-07T07:01:07.0367204Z ef35fc8d4498: Pulling fs layer 2025-09-07T07:01:07.0367397Z 574ec2e712dd: Pulling fs layer 2025-09-07T07:01:07.0367585Z 9b68dc991a71: Pulling fs layer 2025-09-07T07:01:07.0367775Z c438ab3c8289: Waiting 2025-09-07T07:01:07.0367983Z 0be685dd7221: Waiting 2025-09-07T07:01:07.0368231Z 2ed0c171c4ea: Pulling fs layer 2025-09-07T07:01:07.0368588Z 574ec2e712dd: Waiting 2025-09-07T07:01:07.0368753Z ef35fc8d4498: Waiting 2025-09-07T07:01:07.0368986Z 9b68dc991a71: Waiting 2025-09-07T07:01:07.0369262Z 91cbb8945b09: Pulling fs layer 2025-09-07T07:01:07.0369462Z 117e3332b5ee: Pulling fs layer 2025-09-07T07:01:07.0369999Z 878a37b609a7: Pulling fs layer 2025-09-07T07:01:07.0370253Z 2ed0c171c4ea: Waiting 2025-09-07T07:01:07.0370444Z 31d5eb439180: Pulling fs layer 2025-09-07T07:01:07.0370640Z 91cbb8945b09: Waiting 2025-09-07T07:01:07.0370805Z 64759996fcca: Pulling fs layer 2025-09-07T07:01:07.0370993Z 117e3332b5ee: Waiting 2025-09-07T07:01:07.0371153Z 878a37b609a7: Waiting 2025-09-07T07:01:07.0371314Z 9001c7317356: Pulling fs layer 2025-09-07T07:01:07.0371494Z 5a05656e8025: Pulling fs layer 2025-09-07T07:01:07.0371684Z 64759996fcca: Waiting 2025-09-07T07:01:07.0371839Z 9001c7317356: Waiting 2025-09-07T07:01:07.0372013Z 31d5eb439180: Waiting 2025-09-07T07:01:07.0372180Z 3d58add1a605: Pulling fs layer 2025-09-07T07:01:07.0372360Z 5a05656e8025: Waiting 2025-09-07T07:01:07.0372535Z ec7a0a2a7eea: Pulling fs layer 2025-09-07T07:01:07.0372725Z 6003c92ffb10: Pulling fs layer 2025-09-07T07:01:07.0372908Z 3d58add1a605: Waiting 2025-09-07T07:01:07.0373318Z f23c69baf79e: Pulling fs layer 2025-09-07T07:01:07.0373516Z 1b672ea28c16: Pulling fs layer 2025-09-07T07:01:07.0373938Z f23c69baf79e: Waiting 2025-09-07T07:01:07.0374117Z ec7a0a2a7eea: Waiting 2025-09-07T07:01:07.0374388Z 1b672ea28c16: Waiting 2025-09-07T07:01:07.0374601Z 6003c92ffb10: Waiting 2025-09-07T07:01:07.0374775Z 4e5c2c422fef: Pulling fs layer 2025-09-07T07:01:07.0374966Z 02938b9dba64: Pulling fs layer 2025-09-07T07:01:07.0375150Z f7c811b3dbfa: Pulling fs layer 2025-09-07T07:01:07.0375351Z 968d2e81520f: Pulling fs layer 2025-09-07T07:01:07.0375538Z 4e5c2c422fef: Waiting 2025-09-07T07:01:07.0375714Z d8de0f855a30: Pulling fs layer 2025-09-07T07:01:07.0375943Z 02938b9dba64: Waiting 2025-09-07T07:01:07.0376149Z 3379d8d6c4ee: Pulling fs layer 2025-09-07T07:01:07.0376382Z f7c811b3dbfa: Waiting 2025-09-07T07:01:07.0376539Z 968d2e81520f: Waiting 2025-09-07T07:01:07.0376696Z d8de0f855a30: Waiting 2025-09-07T07:01:07.0377023Z 3379d8d6c4ee: Waiting 2025-09-07T07:01:07.0377188Z c7141e498343: Pulling fs layer 2025-09-07T07:01:07.0377366Z 311486eb6a66: Pulling fs layer 2025-09-07T07:01:07.0377557Z 0c42df6a22cc: Pulling fs layer 2025-09-07T07:01:07.0377755Z f848eb899969: Pulling fs layer 2025-09-07T07:01:07.0377934Z c7141e498343: Waiting 2025-09-07T07:01:07.0378094Z 311486eb6a66: Waiting 2025-09-07T07:01:07.0378263Z 2d2ce7ee8227: Pulling fs layer 2025-09-07T07:01:07.0378446Z 0c42df6a22cc: Waiting 2025-09-07T07:01:07.0378724Z ccb9a6045c0e: Pulling fs layer 2025-09-07T07:01:07.0379008Z a5ee36c098c3: Pulling fs layer 2025-09-07T07:01:07.0379193Z f848eb899969: Waiting 2025-09-07T07:01:07.0379358Z 11ea13561c25: Pulling fs layer 2025-09-07T07:01:07.0379555Z c2d6c6602237: Pulling fs layer 2025-09-07T07:01:07.0379731Z 2d2ce7ee8227: Waiting 2025-09-07T07:01:07.0379897Z 316483fa039d: Pulling fs layer 2025-09-07T07:01:07.0380073Z ccb9a6045c0e: Waiting 2025-09-07T07:01:07.0380227Z 316483fa039d: Waiting 2025-09-07T07:01:07.0380382Z a88522d2951b: Pulling fs layer 2025-09-07T07:01:07.0380564Z a5ee36c098c3: Waiting 2025-09-07T07:01:07.0380744Z 90be4fd9b03e: Pulling fs layer 2025-09-07T07:01:07.0381069Z feb1db0b427e: Pulling fs layer 2025-09-07T07:01:07.0381267Z bb92098aa77f: Pulling fs layer 2025-09-07T07:01:07.0381461Z 6074f3d840a9: Pulling fs layer 2025-09-07T07:01:07.0381639Z 11ea13561c25: Waiting 2025-09-07T07:01:07.0381792Z c2d6c6602237: Waiting 2025-09-07T07:01:07.0382031Z a88522d2951b: Waiting 2025-09-07T07:01:07.0382361Z bb92098aa77f: Waiting 2025-09-07T07:01:07.0382565Z 90be4fd9b03e: Waiting 2025-09-07T07:01:07.0382731Z feb1db0b427e: Waiting 2025-09-07T07:01:07.0382885Z 6074f3d840a9: Waiting 2025-09-07T07:01:07.1215940Z 6b5613864d39: Verifying Checksum 2025-09-07T07:01:07.1216253Z 6b5613864d39: Download complete 2025-09-07T07:01:07.2074325Z 9c1cf73583ae: Verifying Checksum 2025-09-07T07:01:07.2074638Z 9c1cf73583ae: Download complete 2025-09-07T07:01:07.2778032Z d3c08322a332: Verifying Checksum 2025-09-07T07:01:07.2778369Z d3c08322a332: Download complete 2025-09-07T07:01:07.3692097Z b836e3601430: Download complete 2025-09-07T07:01:07.4033287Z e6fdc8487bfe: Verifying Checksum 2025-09-07T07:01:07.4033938Z e6fdc8487bfe: Download complete 2025-09-07T07:01:07.5003916Z 7fc6e520febf: Verifying Checksum 2025-09-07T07:01:07.5004352Z 7fc6e520febf: Download complete 2025-09-07T07:01:07.5007133Z 36f61e188420: Verifying Checksum 2025-09-07T07:01:07.5007404Z 36f61e188420: Download complete 2025-09-07T07:01:07.5775002Z 71ba14ed2ae1: Verifying Checksum 2025-09-07T07:01:07.5775491Z 71ba14ed2ae1: Download complete 2025-09-07T07:01:07.6538478Z 7a19ecfcdaa8: Verifying Checksum 2025-09-07T07:01:07.6538880Z 7a19ecfcdaa8: Download complete 2025-09-07T07:01:07.7537995Z fcec9e751430: Download complete 2025-09-07T07:01:07.8409744Z ddf0c73969a6: Download complete 2025-09-07T07:01:08.2414626Z e6fdc8487bfe: Pull complete 2025-09-07T07:01:08.2628668Z 6b5613864d39: Pull complete 2025-09-07T07:01:08.6672224Z 88a91ab1cbdc: Verifying Checksum 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308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-ae53c6842aa4c2407d0ad976491ca941c2635c77 2025-09-07T07:05:43.2486846Z 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-ae53c6842aa4c2407d0ad976491ca941c2635c77 2025-09-07T07:05:43.2540188Z ##[group]Run echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-09-07T07:05:43.2540960Z echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-09-07T07:05:43.2549453Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:05:43.2549732Z env: 2025-09-07T07:05:43.2549902Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:05:43.2550090Z ##[endgroup] 2025-09-07T07:05:43.2731493Z ##[group]Run pytorch/test-infra/.github/actions/setup-nvidia@main 2025-09-07T07:05:43.2731842Z with: 2025-09-07T07:05:43.2732011Z driver-version: 570.133.07 2025-09-07T07:05:43.2732204Z env: 2025-09-07T07:05:43.2732354Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:05:43.2732544Z ##[endgroup] 2025-09-07T07:05:43.2837727Z ##[group]Run nick-fields/retry@3e91a01664abd3c5cd539100d10d33b9c5b68482 2025-09-07T07:05:43.2838031Z with: 2025-09-07T07:05:43.2838197Z timeout_minutes: 10 2025-09-07T07:05:43.2838378Z max_attempts: 3 2025-09-07T07:05:43.2857916Z command: # Is it disgusting to have a full shell script here in this github action? Sure # But is it the best way to make it so that this action relies on nothing else? Absolutely set -eou pipefail DISTRIBUTION=$(. /etc/os-release;echo $ID$VERSION_ID) DRIVER_FN="NVIDIA-Linux-x86_64-${DRIVER_VERSION}.run" install_nvidia_docker2_amzn2() { ( set -x # Needed for yum-config-manager sudo yum install -y yum-utils if [[ "${DISTRIBUTION}" == "amzn2023" ]] ; then YUM_REPO_URL="https://nvidia.github.io/libnvidia-container/stable/rpm/nvidia-container-toolkit.repo" else # Amazon Linux 2 YUM_REPO_URL="https://nvidia.github.io/nvidia-docker/${DISTRIBUTION}/nvidia-docker.repo" fi sudo yum-config-manager --add-repo "${YUM_REPO_URL}" sudo yum install -y \ nvidia-container-toolkit-1.17.8 \ libnvidia-container-tools-1.17.8 \ libnvidia-container1-1.17.8 \ nvidia-container-toolkit-base-1.17.8 sudo systemctl restart docker ) } install_nvidia_docker2_ubuntu20() { ( set -x # Install nvidia-driver package if not installed status="$(dpkg-query -W --showformat='${db:Status-Status}' nvidia-docker2 2>&1)" if [ ! $? = 0 ] || [ ! "$status" = installed ]; then sudo apt-get install -y nvidia-container-toolkit-1.17.8 sudo systemctl restart docker fi ) } pre_install_nvidia_driver_amzn2() { ( # Purge any nvidia driver installed from RHEL repo sudo yum remove -y nvidia-driver-latest-dkms ) } install_nvidia_driver_common() { ( # Try to gather more information about the runner and its existing NVIDIA driver if any echo "Before installing NVIDIA driver" lspci lsmod modinfo nvidia || true HAS_NVIDIA_DRIVER=0 # Check if NVIDIA driver has already been installed if [ -x "$(command -v nvidia-smi)" ]; then set +e # The driver exists, check its version next. Also check only the first GPU if there are more than one of them # so that the same driver version is not print over multiple lines INSTALLED_DRIVER_VERSION=$(nvidia-smi --query-gpu=driver_version --format=csv,noheader --id=0) NVIDIA_SMI_STATUS=$? if [ "$NVIDIA_SMI_STATUS" -ne 0 ] && [ "$NVIDIA_SMI_STATUS" -ne 14 ]; then echo "Failed to get NVIDIA driver version ($INSTALLED_DRIVER_VERSION). Continuing" elif [ "$INSTALLED_DRIVER_VERSION" != "$DRIVER_VERSION" ]; then echo "NVIDIA driver ($INSTALLED_DRIVER_VERSION) has been installed, but we expect to have $DRIVER_VERSION instead. Continuing" # Turn off persistent mode so that the installation script can unload the kernel module sudo killall nvidia-persistenced || true else HAS_NVIDIA_DRIVER=1 echo "NVIDIA driver ($INSTALLED_DRIVER_VERSION) has already been installed. Skipping NVIDIA driver installation" fi set -e fi if [ "$HAS_NVIDIA_DRIVER" -eq 0 ]; then # CAUTION: this may need to be updated in future if [ "${DISTRIBUTION}" != ubuntu20.04 ]; then sudo yum groupinstall -y "Development Tools" # ensure our kernel install is the same as our underlying kernel, # groupinstall "Development Tools" has a habit of mismatching kernel headers sudo yum install -y "kernel-devel-uname-r == $(uname -r)" sudo modprobe backlight fi sudo curl -fsL -o /tmp/nvidia_driver "https://s3.amazonaws.com/ossci-linux/nvidia_driver/$DRIVER_FN" set +e sudo /bin/bash /tmp/nvidia_driver -s --no-drm NVIDIA_INSTALLATION_STATUS=$? RESET_GPU=0 if [ "$NVIDIA_INSTALLATION_STATUS" -ne 0 ]; then sudo cat /var/log/nvidia-installer.log # Fail to install NVIDIA driver, try to reset the GPU RESET_GPU=1 elif [ -x "$(command -v nvidia-smi)" ]; then # Check again if nvidia-smi works even if the driver installation completes successfully INSTALLED_DRIVER_VERSION=$(nvidia-smi --query-gpu=driver_version --format=csv,noheader --id=0) NVIDIA_SMI_STATUS=$? if [ "$NVIDIA_SMI_STATUS" -ne 0 ] && [ "$NVIDIA_SMI_STATUS" -ne 14 ]; then RESET_GPU=1 fi fi if [ "$RESET_GPU" -eq 1 ]; then NVIDIA_DEVICES=$(lspci -D | grep -i NVIDIA | cut -d' ' -f1) # The GPU can get stuck in a failure state if somehow the test crashs the GPU microcode. When this # happens, we'll try to reset all NVIDIA devices https://github.com/pytorch/pytorch/issues/88388 for PCI_ID in $NVIDIA_DEVICES; do DEVICE_ENABLED=$(cat /sys/bus/pci/devices/$PCI_ID/enable) echo "Reseting $PCI_ID (enabled state: $DEVICE_ENABLED)" # This requires sudo permission of course echo "1" | sudo tee /sys/bus/pci/devices/$PCI_ID/reset sleep 1 done fi sudo rm -fv /tmp/nvidia_driver set -e fi ) } post_install_nvidia_driver_common() { ( sudo modprobe nvidia || true echo "After installing NVIDIA driver" lspci lsmod modinfo nvidia || true ( set +e nvidia-smi # NB: Annoyingly, nvidia-smi command returns successfully with return code 0 even in # the case where the driver has already crashed as it still can get the driver version # and some basic information like the bus ID. However, the rest of the information # would be missing (ERR!), for example: # # +-----------------------------------------------------------------------------+ # | NVIDIA-SMI 525.89.02 Driver Version: 525.89.02 CUDA Version: 12.0 | # |-------------------------------+----------------------+----------------------+ # | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | # | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | # | | | MIG M. | # |===============================+======================+======================| # | 0 ERR! Off | 00000000:00:1E.0 Off | ERR! | # |ERR! ERR! ERR! ERR! / ERR! | 4184MiB / 23028MiB | ERR! Default | # | | | ERR! | # +-------------------------------+----------------------+----------------------+ # # +-----------------------------------------------------------------------------+ # | Processes: | # | GPU GI CI PID Type Process name GPU Memory | # | ID ID Usage | # |=============================================================================| # +-----------------------------------------------------------------------------+ # # This should be reported as a failure instead as it will guarantee to fail when # Docker tries to run with --gpus all # # So, the correct check here is to query one of the missing piece of info like # GPU name, so that the command can fail accordingly nvidia-smi --query-gpu=gpu_name --format=csv,noheader --id=0 NVIDIA_SMI_STATUS=$? # Allowable exit statuses for nvidia-smi, see: https://github.com/NVIDIA/gpu-operator/issues/285 if [ "$NVIDIA_SMI_STATUS" -eq 0 ] || [ "$NVIDIA_SMI_STATUS" -eq 14 ]; then echo "INFO: Ignoring allowed status ${NVIDIA_SMI_STATUS}" else echo "ERROR: nvidia-smi exited with unresolved status ${NVIDIA_SMI_STATUS}" exit ${NVIDIA_SMI_STATUS} fi set -e ) ) } install_nvidia_driver_amzn2() { ( set -x pre_install_nvidia_driver_amzn2 install_nvidia_driver_common post_install_nvidia_driver_common ) } install_nvidia_driver_ubuntu20() { ( set -x install_nvidia_driver_common post_install_nvidia_driver_common ) } echo "== Installing nvidia driver ${DRIVER_FN} ==" case "${DISTRIBUTION}" in amzn*) install_nvidia_driver_amzn2 ;; ubuntu20.04) install_nvidia_driver_ubuntu20 ;; *) echo "ERROR: Unknown distribution ${DISTRIBUTION}" exit 1 ;; esac # Install container toolkit based on distribution echo "== Installing nvidia container toolkit for ${DISTRIBUTION} ==" case "${DISTRIBUTION}" in amzn*) install_nvidia_docker2_amzn2 ;; ubuntu20.04) install_nvidia_docker2_ubuntu20 ;; *) echo "ERROR: Unknown distribution ${DISTRIBUTION}" exit 1 ;; esac echo "GPU_FLAG=--gpus all -e NVIDIA_DRIVER_CAPABILITIES=all" >> "${GITHUB_ENV}" # Fix https://github.com/NVIDIA/nvidia-docker/issues/1648 on runners with # more than one GPUs. This just needs to be run once. The command fails # on subsequent runs and complains that the mode is already on, but that's # ok sudo nvidia-persistenced || true # This should show persistence mode ON nvidia-smi # check if the container-toolkit is correctly installed and CUDA is available inside a container docker run --rm -t --gpus=all public.ecr.aws/docker/library/python:3.13 nvidia-smi 2025-09-07T07:05:43.2877304Z retry_wait_seconds: 10 2025-09-07T07:05:43.2877598Z polling_interval_seconds: 1 2025-09-07T07:05:43.2877799Z warning_on_retry: true 2025-09-07T07:05:43.2877977Z continue_on_error: false 2025-09-07T07:05:43.2878158Z env: 2025-09-07T07:05:43.2878307Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:05:43.2878503Z DRIVER_VERSION: 570.133.07 2025-09-07T07:05:43.2878686Z ##[endgroup] 2025-09-07T07:05:43.3717386Z == Installing nvidia driver NVIDIA-Linux-x86_64-570.133.07.run == 2025-09-07T07:05:43.3719996Z + pre_install_nvidia_driver_amzn2 2025-09-07T07:05:43.3720377Z + sudo yum remove -y nvidia-driver-latest-dkms 2025-09-07T07:05:43.8826723Z No match for argument: nvidia-driver-latest-dkms 2025-09-07T07:05:43.8827332Z No packages marked for removal. 2025-09-07T07:05:43.8877815Z Dependencies resolved. 2025-09-07T07:05:43.8886198Z Nothing to do. 2025-09-07T07:05:43.8886836Z Complete! 2025-09-07T07:05:43.9907807Z + install_nvidia_driver_common 2025-09-07T07:05:43.9913596Z + echo 'Before installing NVIDIA driver' 2025-09-07T07:05:43.9915175Z Before installing NVIDIA driver 2025-09-07T07:05:43.9917179Z + lspci 2025-09-07T07:05:44.0735600Z 00:00.0 Host bridge: Intel Corporation 440FX - 82441FX PMC [Natoma] 2025-09-07T07:05:44.0736465Z 00:01.0 ISA bridge: Intel Corporation 82371SB PIIX3 ISA [Natoma/Triton II] 2025-09-07T07:05:44.0737393Z 00:01.3 Non-VGA unclassified device: Intel Corporation 82371AB/EB/MB PIIX4 ACPI (rev 08) 2025-09-07T07:05:44.0738561Z 00:03.0 VGA compatible controller: Amazon.com, Inc. Device 1111 2025-09-07T07:05:44.0739267Z 00:04.0 Non-Volatile memory controller: Amazon.com, Inc. NVMe EBS Controller 2025-09-07T07:05:44.0739705Z 01:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0740043Z 02:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0740370Z 03:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0740691Z 03:00.1 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0741011Z 03:00.2 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0741293Z 03:00.3 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0741546Z 03:00.4 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0741792Z 03:00.5 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0742036Z 03:00.6 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0742274Z 03:00.7 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0742517Z 03:01.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0742769Z 03:01.1 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0743013Z 03:01.2 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0743250Z 03:01.3 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0743494Z 03:01.4 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0743755Z 03:01.5 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0743997Z 03:01.6 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0744233Z 03:01.7 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0744477Z 03:02.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0744730Z 03:02.1 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0744975Z 03:02.2 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0745217Z 03:02.3 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0745462Z 03:02.4 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0745704Z 03:02.5 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0745965Z 03:02.6 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0746206Z 03:02.7 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0746441Z 03:03.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0746686Z 03:03.1 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0746927Z 03:03.2 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0747167Z 03:03.3 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0747401Z 03:03.4 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0747644Z 03:03.5 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0748047Z 03:03.6 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0748292Z 03:03.7 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0748537Z 24:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0748796Z 25:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0749039Z 26:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0749286Z 26:00.1 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0749526Z 26:00.2 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0749770Z 26:00.3 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0750010Z 26:00.4 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0750253Z 26:00.5 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0750490Z 26:00.6 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0750743Z 26:00.7 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0750985Z 26:01.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0751332Z 27:00.0 Ethernet controller: Amazon.com, Inc. Elastic Network Adapter (ENA) 2025-09-07T07:05:44.0751662Z 30:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0751907Z 31:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0752150Z 32:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0752467Z 33:00.0 Non-Volatile memory controller: Amazon.com, Inc. NVMe SSD Controller 2025-09-07T07:05:44.0752873Z 34:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:44.0753159Z 35:00.0 3D controller: NVIDIA Corporation AD104GL [L4] (rev a1) 2025-09-07T07:05:44.0753439Z + lsmod 2025-09-07T07:05:44.0773071Z Module Size Used by 2025-09-07T07:05:44.0773508Z xt_conntrack 16384 1 2025-09-07T07:05:44.0773757Z nft_chain_nat 16384 3 2025-09-07T07:05:44.0773993Z xt_MASQUERADE 20480 1 2025-09-07T07:05:44.0774276Z nf_nat 57344 2 nft_chain_nat,xt_MASQUERADE 2025-09-07T07:05:44.0774599Z nf_conntrack_netlink 57344 0 2025-09-07T07:05:44.0774974Z nf_conntrack 184320 4 xt_conntrack,nf_nat,nf_conntrack_netlink,xt_MASQUERADE 2025-09-07T07:05:44.0775389Z nf_defrag_ipv6 24576 1 nf_conntrack 2025-09-07T07:05:44.0775679Z nf_defrag_ipv4 16384 1 nf_conntrack 2025-09-07T07:05:44.0775941Z xfrm_user 57344 1 2025-09-07T07:05:44.0776194Z xfrm_algo 16384 1 xfrm_user 2025-09-07T07:05:44.0776460Z xt_addrtype 16384 2 2025-09-07T07:05:44.0776693Z nft_compat 20480 4 2025-09-07T07:05:44.0776970Z nf_tables 311296 57 nft_compat,nft_chain_nat 2025-09-07T07:05:44.0777355Z nfnetlink 20480 4 nft_compat,nf_conntrack_netlink,nf_tables 2025-09-07T07:05:44.0777696Z br_netfilter 36864 0 2025-09-07T07:05:44.0777966Z bridge 323584 1 br_netfilter 2025-09-07T07:05:44.0778240Z stp 16384 1 bridge 2025-09-07T07:05:44.0778502Z llc 16384 2 bridge,stp 2025-09-07T07:05:44.0778762Z overlay 167936 0 2025-09-07T07:05:44.0778987Z tls 139264 0 2025-09-07T07:05:44.0779202Z nls_ascii 16384 1 2025-09-07T07:05:44.0779423Z nls_cp437 20480 1 2025-09-07T07:05:44.0779632Z vfat 24576 1 2025-09-07T07:05:44.0779853Z fat 86016 1 vfat 2025-09-07T07:05:44.0780092Z sunrpc 700416 1 2025-09-07T07:05:44.0780327Z ena 180224 0 2025-09-07T07:05:44.0780537Z i8042 45056 0 2025-09-07T07:05:44.0780752Z serio 28672 3 i8042 2025-09-07T07:05:44.0780956Z ghash_clmulni_intel 16384 0 2025-09-07T07:05:44.0781151Z button 24576 0 2025-09-07T07:05:44.0781328Z sch_fq_codel 20480 9 2025-09-07T07:05:44.0781509Z fuse 184320 1 2025-09-07T07:05:44.0781686Z dm_mod 188416 0 2025-09-07T07:05:44.0781864Z loop 36864 0 2025-09-07T07:05:44.0782036Z configfs 57344 1 2025-09-07T07:05:44.0782340Z dmi_sysfs 20480 0 2025-09-07T07:05:44.0782532Z crc32_pclmul 16384 0 2025-09-07T07:05:44.0782716Z crc32c_intel 24576 0 2025-09-07T07:05:44.0782891Z efivarfs 24576 1 2025-09-07T07:05:44.0783076Z + modinfo nvidia 2025-09-07T07:05:44.0788821Z filename: /lib/modules/6.1.141-155.222.amzn2023.x86_64/kernel/drivers/video/nvidia.ko 2025-09-07T07:05:44.0789298Z import_ns: DMA_BUF 2025-09-07T07:05:44.0789497Z alias: char-major-195-* 2025-09-07T07:05:44.0789698Z version: 570.133.07 2025-09-07T07:05:44.0789898Z supported: external 2025-09-07T07:05:44.0790086Z license: Dual MIT/GPL 2025-09-07T07:05:44.0790393Z firmware: nvidia/570.133.07/gsp_tu10x.bin 2025-09-07T07:05:44.0790674Z firmware: nvidia/570.133.07/gsp_ga10x.bin 2025-09-07T07:05:44.0790915Z srcversion: 49515739FD8F721A3F2F714 2025-09-07T07:05:44.0791165Z alias: pci:v000010DEd*sv*sd*bc06sc80i00* 2025-09-07T07:05:44.0791430Z alias: pci:v000010DEd*sv*sd*bc03sc02i00* 2025-09-07T07:05:44.0791668Z alias: pci:v000010DEd*sv*sd*bc03sc00i00* 2025-09-07T07:05:44.0791896Z depends: i2c-core,drm 2025-09-07T07:05:44.0792089Z retpoline: Y 2025-09-07T07:05:44.0792253Z name: nvidia 2025-09-07T07:05:44.0792519Z vermagic: 6.1.141-155.222.amzn2023.x86_64 SMP preempt mod_unload modversions 2025-09-07T07:05:44.0792993Z parm: NvSwitchRegDwords:NvSwitch regkey (charp) 2025-09-07T07:05:44.0793334Z parm: NvSwitchBlacklist:NvSwitchBlacklist=uuid[,uuid...] (charp) 2025-09-07T07:05:44.0793661Z parm: NVreg_ResmanDebugLevel:int 2025-09-07T07:05:44.0794052Z parm: NVreg_RmLogonRC:int 2025-09-07T07:05:44.0794316Z parm: NVreg_ModifyDeviceFiles:int 2025-09-07T07:05:44.0794550Z parm: NVreg_DeviceFileUID:int 2025-09-07T07:05:44.0794768Z parm: NVreg_DeviceFileGID:int 2025-09-07T07:05:44.0794988Z parm: NVreg_DeviceFileMode:int 2025-09-07T07:05:44.0795266Z parm: NVreg_InitializeSystemMemoryAllocations:int 2025-09-07T07:05:44.0795548Z parm: NVreg_UsePageAttributeTable:int 2025-09-07T07:05:44.0795804Z parm: NVreg_EnablePCIeGen3:int 2025-09-07T07:05:44.0796020Z parm: NVreg_EnableMSI:int 2025-09-07T07:05:44.0796323Z parm: NVreg_EnableStreamMemOPs:int 2025-09-07T07:05:44.0796740Z parm: NVreg_RestrictProfilingToAdminUsers:int 2025-09-07T07:05:44.0797040Z parm: NVreg_PreserveVideoMemoryAllocations:int 2025-09-07T07:05:44.0797320Z parm: NVreg_EnableS0ixPowerManagement:int 2025-09-07T07:05:44.0797615Z parm: NVreg_S0ixPowerManagementVideoMemoryThreshold:int 2025-09-07T07:05:44.0797918Z parm: NVreg_DynamicPowerManagement:int 2025-09-07T07:05:44.0798229Z parm: NVreg_DynamicPowerManagementVideoMemoryThreshold:int 2025-09-07T07:05:44.0798533Z parm: NVreg_EnableGpuFirmware:int 2025-09-07T07:05:44.0798771Z parm: NVreg_EnableGpuFirmwareLogs:int 2025-09-07T07:05:44.0799047Z parm: NVreg_OpenRmEnableUnsupportedGpus:int 2025-09-07T07:05:44.0799321Z parm: NVreg_EnableUserNUMAManagement:int 2025-09-07T07:05:44.0799570Z parm: NVreg_MemoryPoolSize:int 2025-09-07T07:05:44.0799920Z parm: NVreg_KMallocHeapMaxSize:int 2025-09-07T07:05:44.0800163Z parm: NVreg_VMallocHeapMaxSize:int 2025-09-07T07:05:44.0800404Z parm: NVreg_IgnoreMMIOCheck:int 2025-09-07T07:05:44.0800644Z parm: NVreg_NvLinkDisable:int 2025-09-07T07:05:44.0800896Z parm: NVreg_EnablePCIERelaxedOrderingMode:int 2025-09-07T07:05:44.0801157Z parm: NVreg_RegisterPCIDriver:int 2025-09-07T07:05:44.0801391Z parm: NVreg_EnableResizableBar:int 2025-09-07T07:05:44.0801635Z parm: NVreg_EnableDbgBreakpoint:int 2025-09-07T07:05:44.0801881Z parm: NVreg_EnableNonblockingOpen:int 2025-09-07T07:05:44.0802119Z parm: NVreg_RegistryDwords:charp 2025-09-07T07:05:44.0802471Z parm: NVreg_RegistryDwordsPerDevice:charp 2025-09-07T07:05:44.0802745Z parm: NVreg_RmMsg:charp 2025-09-07T07:05:44.0802956Z parm: NVreg_GpuBlacklist:charp 2025-09-07T07:05:44.0803184Z parm: NVreg_TemporaryFilePath:charp 2025-09-07T07:05:44.0803431Z parm: NVreg_ExcludedGpus:charp 2025-09-07T07:05:44.0803661Z parm: NVreg_DmaRemapPeerMmio:int 2025-09-07T07:05:44.0803912Z parm: NVreg_RmNvlinkBandwidth:charp 2025-09-07T07:05:44.0804172Z parm: NVreg_RmNvlinkBandwidthLinkCount:int 2025-09-07T07:05:44.0804431Z parm: NVreg_ImexChannelCount:int 2025-09-07T07:05:44.0804667Z parm: NVreg_CreateImexChannel0:int 2025-09-07T07:05:44.0804915Z parm: NVreg_GrdmaPciTopoCheckOverride:int 2025-09-07T07:05:44.0805160Z parm: rm_firmware_active:charp 2025-09-07T07:05:44.0805391Z + HAS_NVIDIA_DRIVER=0 2025-09-07T07:05:44.0805577Z ++ command -v nvidia-smi 2025-09-07T07:05:44.0805767Z + '[' -x /usr/bin/nvidia-smi ']' 2025-09-07T07:05:44.0806068Z + set +e 2025-09-07T07:05:44.0817015Z ++ nvidia-smi --query-gpu=driver_version --format=csv,noheader --id=0 2025-09-07T07:05:45.6450002Z + INSTALLED_DRIVER_VERSION=570.133.07 2025-09-07T07:05:45.6450370Z + NVIDIA_SMI_STATUS=0 2025-09-07T07:05:45.6450650Z + '[' 0 -ne 0 ']' 2025-09-07T07:05:45.6450965Z + '[' 570.133.07 '!=' 570.133.07 ']' 2025-09-07T07:05:45.6451233Z + HAS_NVIDIA_DRIVER=1 2025-09-07T07:05:45.6452036Z + echo 'NVIDIA driver (570.133.07) has already been installed. Skipping NVIDIA driver installation' 2025-09-07T07:05:45.6452528Z + set -e 2025-09-07T07:05:45.6452716Z + '[' 1 -eq 0 ']' 2025-09-07T07:05:45.6453094Z NVIDIA driver (570.133.07) has already been installed. Skipping NVIDIA driver installation 2025-09-07T07:05:45.6453540Z + post_install_nvidia_driver_common 2025-09-07T07:05:45.6455583Z + sudo modprobe nvidia 2025-09-07T07:05:45.7627626Z + echo 'After installing NVIDIA driver' 2025-09-07T07:05:45.7627954Z + lspci 2025-09-07T07:05:45.7628184Z After installing NVIDIA driver 2025-09-07T07:05:45.7788228Z 00:00.0 Host bridge: Intel Corporation 440FX - 82441FX PMC [Natoma] 2025-09-07T07:05:45.7788732Z 00:01.0 ISA bridge: Intel Corporation 82371SB PIIX3 ISA [Natoma/Triton II] 2025-09-07T07:05:45.7789265Z 00:01.3 Non-VGA unclassified device: Intel Corporation 82371AB/EB/MB PIIX4 ACPI (rev 08) 2025-09-07T07:05:45.7789784Z 00:03.0 VGA compatible controller: Amazon.com, Inc. Device 1111 2025-09-07T07:05:45.7790278Z 00:04.0 Non-Volatile memory controller: Amazon.com, Inc. NVMe EBS Controller 2025-09-07T07:05:45.7790720Z 01:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7791056Z 02:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7791373Z 03:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7791680Z 03:00.1 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7791995Z 03:00.2 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7792310Z 03:00.3 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7792631Z 03:00.4 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7792930Z 03:00.5 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7793173Z 03:00.6 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7793413Z 03:00.7 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7793656Z 03:01.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7793902Z 03:01.1 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7794161Z 03:01.2 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7794406Z 03:01.3 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7794649Z 03:01.4 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7794892Z 03:01.5 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7795135Z 03:01.6 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7795374Z 03:01.7 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7795623Z 03:02.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7795867Z 03:02.1 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7796310Z 03:02.2 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7796548Z 03:02.3 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7796796Z 03:02.4 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7797050Z 03:02.5 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7797293Z 03:02.6 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7797538Z 03:02.7 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7797775Z 03:03.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7798039Z 03:03.1 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7798284Z 03:03.2 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7798531Z 03:03.3 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7798771Z 03:03.4 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7799015Z 03:03.5 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7799276Z 03:03.6 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7799525Z 03:03.7 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7799769Z 24:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7800019Z 25:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7800270Z 26:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7800527Z 26:00.1 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7800919Z 26:00.2 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7801189Z 26:00.3 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7801452Z 26:00.4 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7801701Z 26:00.5 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7801941Z 26:00.6 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7802186Z 26:00.7 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7802453Z 26:01.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7802780Z 27:00.0 Ethernet controller: Amazon.com, Inc. Elastic Network Adapter (ENA) 2025-09-07T07:05:45.7803119Z 30:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7803365Z 31:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7803616Z 32:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7803940Z 33:00.0 Non-Volatile memory controller: Amazon.com, Inc. NVMe SSD Controller 2025-09-07T07:05:45.7804272Z 34:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-09-07T07:05:45.7804567Z 35:00.0 3D controller: NVIDIA Corporation AD104GL [L4] (rev a1) 2025-09-07T07:05:45.7804828Z + lsmod 2025-09-07T07:05:45.7816136Z Module Size Used by 2025-09-07T07:05:45.7816456Z nvidia_uvm 1884160 0 2025-09-07T07:05:45.7816720Z nvidia 11583488 1 nvidia_uvm 2025-09-07T07:05:45.7816995Z drm 602112 1 nvidia 2025-09-07T07:05:45.7817291Z drm_panel_orientation_quirks 32768 1 drm 2025-09-07T07:05:45.7817591Z backlight 24576 1 drm 2025-09-07T07:05:45.7817864Z i2c_core 110592 2 nvidia,drm 2025-09-07T07:05:45.7818146Z xt_conntrack 16384 1 2025-09-07T07:05:45.7818382Z nft_chain_nat 16384 3 2025-09-07T07:05:45.7818627Z xt_MASQUERADE 20480 1 2025-09-07T07:05:45.7818903Z nf_nat 57344 2 nft_chain_nat,xt_MASQUERADE 2025-09-07T07:05:45.7819221Z nf_conntrack_netlink 57344 0 2025-09-07T07:05:45.7819601Z nf_conntrack 184320 4 xt_conntrack,nf_nat,nf_conntrack_netlink,xt_MASQUERADE 2025-09-07T07:05:45.7820013Z nf_defrag_ipv6 24576 1 nf_conntrack 2025-09-07T07:05:45.7820316Z nf_defrag_ipv4 16384 1 nf_conntrack 2025-09-07T07:05:45.7820584Z xfrm_user 57344 1 2025-09-07T07:05:45.7820833Z xfrm_algo 16384 1 xfrm_user 2025-09-07T07:05:45.7821095Z xt_addrtype 16384 2 2025-09-07T07:05:45.7821325Z nft_compat 20480 4 2025-09-07T07:05:45.7821611Z nf_tables 311296 57 nft_compat,nft_chain_nat 2025-09-07T07:05:45.7822216Z nfnetlink 20480 4 nft_compat,nf_conntrack_netlink,nf_tables 2025-09-07T07:05:45.7822523Z br_netfilter 36864 0 2025-09-07T07:05:45.7822729Z bridge 323584 1 br_netfilter 2025-09-07T07:05:45.7822941Z stp 16384 1 bridge 2025-09-07T07:05:45.7823158Z llc 16384 2 bridge,stp 2025-09-07T07:05:45.7823382Z overlay 167936 0 2025-09-07T07:05:45.7823566Z tls 139264 0 2025-09-07T07:05:45.7823745Z nls_ascii 16384 1 2025-09-07T07:05:45.7823941Z nls_cp437 20480 1 2025-09-07T07:05:45.7824121Z vfat 24576 1 2025-09-07T07:05:45.7824303Z fat 86016 1 vfat 2025-09-07T07:05:45.7824495Z sunrpc 700416 1 2025-09-07T07:05:45.7824674Z ena 180224 0 2025-09-07T07:05:45.7824851Z i8042 45056 0 2025-09-07T07:05:45.7825038Z serio 28672 3 i8042 2025-09-07T07:05:45.7825235Z ghash_clmulni_intel 16384 0 2025-09-07T07:05:45.7825434Z button 24576 0 2025-09-07T07:05:45.7825619Z sch_fq_codel 20480 9 2025-09-07T07:05:45.7825799Z fuse 184320 1 2025-09-07T07:05:45.7825980Z dm_mod 188416 0 2025-09-07T07:05:45.7826159Z loop 36864 0 2025-09-07T07:05:45.7826352Z configfs 57344 1 2025-09-07T07:05:45.7826548Z dmi_sysfs 20480 0 2025-09-07T07:05:45.7826857Z crc32_pclmul 16384 0 2025-09-07T07:05:45.7827050Z crc32c_intel 24576 0 2025-09-07T07:05:45.7827236Z efivarfs 24576 1 2025-09-07T07:05:45.7827427Z + modinfo nvidia 2025-09-07T07:05:45.7830267Z filename: /lib/modules/6.1.141-155.222.amzn2023.x86_64/kernel/drivers/video/nvidia.ko 2025-09-07T07:05:45.7830633Z import_ns: DMA_BUF 2025-09-07T07:05:45.7830821Z alias: char-major-195-* 2025-09-07T07:05:45.7831026Z version: 570.133.07 2025-09-07T07:05:45.7831215Z supported: external 2025-09-07T07:05:45.7831414Z license: Dual MIT/GPL 2025-09-07T07:05:45.7831625Z firmware: nvidia/570.133.07/gsp_tu10x.bin 2025-09-07T07:05:45.7831881Z firmware: nvidia/570.133.07/gsp_ga10x.bin 2025-09-07T07:05:45.7832129Z srcversion: 49515739FD8F721A3F2F714 2025-09-07T07:05:45.7832387Z alias: pci:v000010DEd*sv*sd*bc06sc80i00* 2025-09-07T07:05:45.7832679Z alias: pci:v000010DEd*sv*sd*bc03sc02i00* 2025-09-07T07:05:45.7832985Z alias: pci:v000010DEd*sv*sd*bc03sc00i00* 2025-09-07T07:05:45.7833271Z depends: i2c-core,drm 2025-09-07T07:05:45.7833505Z retpoline: Y 2025-09-07T07:05:45.7833699Z name: nvidia 2025-09-07T07:05:45.7834052Z vermagic: 6.1.141-155.222.amzn2023.x86_64 SMP preempt mod_unload modversions 2025-09-07T07:05:45.7834501Z parm: NvSwitchRegDwords:NvSwitch regkey (charp) 2025-09-07T07:05:45.7834920Z parm: NvSwitchBlacklist:NvSwitchBlacklist=uuid[,uuid...] (charp) 2025-09-07T07:05:45.7835311Z parm: NVreg_ResmanDebugLevel:int 2025-09-07T07:05:45.7835605Z parm: NVreg_RmLogonRC:int 2025-09-07T07:05:45.7835880Z parm: NVreg_ModifyDeviceFiles:int 2025-09-07T07:05:45.7836167Z parm: NVreg_DeviceFileUID:int 2025-09-07T07:05:45.7836433Z parm: NVreg_DeviceFileGID:int 2025-09-07T07:05:45.7836724Z parm: NVreg_DeviceFileMode:int 2025-09-07T07:05:45.7837051Z parm: NVreg_InitializeSystemMemoryAllocations:int 2025-09-07T07:05:45.7837410Z parm: NVreg_UsePageAttributeTable:int 2025-09-07T07:05:45.7837705Z parm: NVreg_EnablePCIeGen3:int 2025-09-07T07:05:45.7837978Z parm: NVreg_EnableMSI:int 2025-09-07T07:05:45.7838256Z parm: NVreg_EnableStreamMemOPs:int 2025-09-07T07:05:45.7838589Z parm: NVreg_RestrictProfilingToAdminUsers:int 2025-09-07T07:05:45.7838950Z parm: NVreg_PreserveVideoMemoryAllocations:int 2025-09-07T07:05:45.7839300Z parm: NVreg_EnableS0ixPowerManagement:int 2025-09-07T07:05:45.7839678Z parm: NVreg_S0ixPowerManagementVideoMemoryThreshold:int 2025-09-07T07:05:45.7840162Z parm: NVreg_DynamicPowerManagement:int 2025-09-07T07:05:45.7840562Z parm: NVreg_DynamicPowerManagementVideoMemoryThreshold:int 2025-09-07T07:05:45.7840932Z parm: NVreg_EnableGpuFirmware:int 2025-09-07T07:05:45.7841242Z parm: NVreg_EnableGpuFirmwareLogs:int 2025-09-07T07:05:45.7841583Z parm: NVreg_OpenRmEnableUnsupportedGpus:int 2025-09-07T07:05:45.7841926Z parm: NVreg_EnableUserNUMAManagement:int 2025-09-07T07:05:45.7842230Z parm: NVreg_MemoryPoolSize:int 2025-09-07T07:05:45.7842525Z parm: NVreg_KMallocHeapMaxSize:int 2025-09-07T07:05:45.7842832Z parm: NVreg_VMallocHeapMaxSize:int 2025-09-07T07:05:45.7843079Z parm: NVreg_IgnoreMMIOCheck:int 2025-09-07T07:05:45.7843300Z parm: NVreg_NvLinkDisable:int 2025-09-07T07:05:45.7843558Z parm: NVreg_EnablePCIERelaxedOrderingMode:int 2025-09-07T07:05:45.7843835Z parm: NVreg_RegisterPCIDriver:int 2025-09-07T07:05:45.7844082Z parm: NVreg_EnableResizableBar:int 2025-09-07T07:05:45.7844320Z parm: NVreg_EnableDbgBreakpoint:int 2025-09-07T07:05:45.7844582Z parm: NVreg_EnableNonblockingOpen:int 2025-09-07T07:05:45.7844841Z parm: NVreg_RegistryDwords:charp 2025-09-07T07:05:45.7845091Z parm: NVreg_RegistryDwordsPerDevice:charp 2025-09-07T07:05:45.7845416Z parm: NVreg_RmMsg:charp 2025-09-07T07:05:45.7845649Z parm: NVreg_GpuBlacklist:charp 2025-09-07T07:05:45.7846015Z parm: NVreg_TemporaryFilePath:charp 2025-09-07T07:05:45.7846266Z parm: NVreg_ExcludedGpus:charp 2025-09-07T07:05:45.7846492Z parm: NVreg_DmaRemapPeerMmio:int 2025-09-07T07:05:45.7846736Z parm: NVreg_RmNvlinkBandwidth:charp 2025-09-07T07:05:45.7847001Z parm: NVreg_RmNvlinkBandwidthLinkCount:int 2025-09-07T07:05:45.7847255Z parm: NVreg_ImexChannelCount:int 2025-09-07T07:05:45.7847494Z parm: NVreg_CreateImexChannel0:int 2025-09-07T07:05:45.7847749Z parm: NVreg_GrdmaPciTopoCheckOverride:int 2025-09-07T07:05:45.7847996Z parm: rm_firmware_active:charp 2025-09-07T07:05:45.7848215Z + set +e 2025-09-07T07:05:45.7848357Z + nvidia-smi 2025-09-07T07:05:47.1623300Z Sun Sep 7 07:05:47 2025 2025-09-07T07:05:47.1624219Z +-----------------------------------------------------------------------------------------+ 2025-09-07T07:05:47.1624985Z | NVIDIA-SMI 570.133.07 Driver Version: 570.133.07 CUDA Version: 12.8 | 2025-09-07T07:05:47.1625450Z |-----------------------------------------+------------------------+----------------------+ 2025-09-07T07:05:47.1625918Z | GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC | 2025-09-07T07:05:47.1626412Z | Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. | 2025-09-07T07:05:47.1626802Z | | | MIG M. | 2025-09-07T07:05:47.1627114Z |=========================================+========================+======================| 2025-09-07T07:05:47.1675994Z | 0 NVIDIA L4 Off | 00000000:35:00.0 Off | 0 | 2025-09-07T07:05:47.1676481Z | N/A 38C P0 30W / 72W | 0MiB / 23034MiB | 3% Default | 2025-09-07T07:05:47.1676856Z | | | N/A | 2025-09-07T07:05:47.1677437Z +-----------------------------------------+------------------------+----------------------+ 2025-09-07T07:05:47.1677841Z 2025-09-07T07:05:47.1678200Z +-----------------------------------------------------------------------------------------+ 2025-09-07T07:05:47.1678590Z | Processes: | 2025-09-07T07:05:47.1679273Z | GPU GI CI PID Type Process name GPU Memory | 2025-09-07T07:05:47.1679646Z | ID ID Usage | 2025-09-07T07:05:47.1679956Z |=========================================================================================| 2025-09-07T07:05:47.1680582Z | No running processes found | 2025-09-07T07:05:47.1681017Z +-----------------------------------------------------------------------------------------+ 2025-09-07T07:05:47.4718583Z + nvidia-smi --query-gpu=gpu_name --format=csv,noheader --id=0 2025-09-07T07:05:48.8477995Z NVIDIA L4 2025-09-07T07:05:49.0241116Z + NVIDIA_SMI_STATUS=0 2025-09-07T07:05:49.0241396Z + '[' 0 -eq 0 ']' 2025-09-07T07:05:49.0241595Z + echo 'INFO: Ignoring allowed status 0' 2025-09-07T07:05:49.0241817Z + set -e 2025-09-07T07:05:49.0241983Z INFO: Ignoring allowed status 0 2025-09-07T07:05:49.0248985Z == Installing nvidia container toolkit for amzn2023 == 2025-09-07T07:05:49.0252131Z + sudo yum install -y yum-utils 2025-09-07T07:05:49.3866972Z Last metadata expiration check: 0:18:05 ago on Sun Sep 7 06:47:44 2025. 2025-09-07T07:05:49.4059802Z Package dnf-utils-4.3.0-13.amzn2023.0.5.noarch is already installed. 2025-09-07T07:05:49.4399853Z Dependencies resolved. 2025-09-07T07:05:49.4578417Z Nothing to do. 2025-09-07T07:05:49.4578982Z Complete! 2025-09-07T07:05:49.7020410Z + [[ amzn2023 == \a\m\z\n\2\0\2\3 ]] 2025-09-07T07:05:49.7020950Z + YUM_REPO_URL=https://nvidia.github.io/libnvidia-container/stable/rpm/nvidia-container-toolkit.repo 2025-09-07T07:05:49.7021671Z + sudo yum-config-manager --add-repo https://nvidia.github.io/libnvidia-container/stable/rpm/nvidia-container-toolkit.repo 2025-09-07T07:05:49.9837460Z Adding repo from: https://nvidia.github.io/libnvidia-container/stable/rpm/nvidia-container-toolkit.repo 2025-09-07T07:05:50.0261033Z + sudo yum install -y nvidia-container-toolkit-1.17.8 libnvidia-container-tools-1.17.8 libnvidia-container1-1.17.8 nvidia-container-toolkit-base-1.17.8 2025-09-07T07:05:50.5125975Z nvidia-container-toolkit 26 kB/s | 833 B 00:00 2025-09-07T07:05:50.5318095Z Package nvidia-container-toolkit-1.17.8-1.x86_64 is already installed. 2025-09-07T07:05:50.5322323Z Package libnvidia-container-tools-1.17.8-1.x86_64 is already installed. 2025-09-07T07:05:50.5325548Z Package libnvidia-container1-1.17.8-1.x86_64 is already installed. 2025-09-07T07:05:50.5330836Z Package nvidia-container-toolkit-base-1.17.8-1.x86_64 is already installed. 2025-09-07T07:05:50.5668960Z Dependencies resolved. 2025-09-07T07:05:50.5847215Z Nothing to do. 2025-09-07T07:05:50.5847805Z Complete! 2025-09-07T07:05:50.7140965Z + sudo systemctl restart docker 2025-09-07T07:06:46.5093151Z Sun Sep 7 07:06:46 2025 2025-09-07T07:06:46.5096731Z +-----------------------------------------------------------------------------------------+ 2025-09-07T07:06:46.5097284Z | NVIDIA-SMI 570.133.07 Driver Version: 570.133.07 CUDA Version: 12.8 | 2025-09-07T07:06:46.5097826Z |-----------------------------------------+------------------------+----------------------+ 2025-09-07T07:06:46.5098316Z | GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC | 2025-09-07T07:06:46.5098845Z | Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. | 2025-09-07T07:06:46.5099297Z | | | MIG M. | 2025-09-07T07:06:46.5099620Z |=========================================+========================+======================| 2025-09-07T07:06:46.5161857Z | 0 NVIDIA L4 On | 00000000:35:00.0 Off | 0 | 2025-09-07T07:06:46.5162310Z | N/A 40C P0 29W / 72W | 0MiB / 23034MiB | 4% Default | 2025-09-07T07:06:46.5162686Z | | | N/A | 2025-09-07T07:06:46.5163454Z +-----------------------------------------+------------------------+----------------------+ 2025-09-07T07:06:46.5163853Z 2025-09-07T07:06:46.5164238Z +-----------------------------------------------------------------------------------------+ 2025-09-07T07:06:46.5164662Z | Processes: | 2025-09-07T07:06:46.5165105Z | GPU GI CI PID Type Process name GPU Memory | 2025-09-07T07:06:46.5165513Z | ID ID Usage | 2025-09-07T07:06:46.5165833Z |=========================================================================================| 2025-09-07T07:06:46.5166244Z | No running processes found | 2025-09-07T07:06:46.5166807Z +-----------------------------------------------------------------------------------------+ 2025-09-07T07:06:46.6610992Z Unable to find image 'public.ecr.aws/docker/library/python:3.13' locally 2025-09-07T07:06:49.2284531Z 3.13: Pulling from docker/library/python 2025-09-07T07:06:49.3284314Z 80b7316254b3: Pulling fs layer 2025-09-07T07:06:49.3284757Z 36e4db86de6e: Pulling fs layer 2025-09-07T07:06:49.3285126Z 8ea45766c644: Pulling fs layer 2025-09-07T07:06:49.3285984Z 3cb1455cf185: Pulling fs layer 2025-09-07T07:06:49.3286362Z d622b1dca92a: Pulling fs layer 2025-09-07T07:06:49.3286785Z ad72fce423fc: Pulling fs layer 2025-09-07T07:06:49.3287064Z b9f8f98927f6: Pulling fs layer 2025-09-07T07:06:49.3287257Z b9f8f98927f6: Waiting 2025-09-07T07:06:49.3287432Z ad72fce423fc: Waiting 2025-09-07T07:06:49.3287604Z d622b1dca92a: Waiting 2025-09-07T07:06:49.3287765Z 3cb1455cf185: Waiting 2025-09-07T07:06:49.4387759Z 36e4db86de6e: Verifying Checksum 2025-09-07T07:06:49.5571167Z 80b7316254b3: Verifying Checksum 2025-09-07T07:06:49.5571487Z 80b7316254b3: Download complete 2025-09-07T07:06:49.5629459Z 8ea45766c644: Verifying Checksum 2025-09-07T07:06:49.5630004Z 8ea45766c644: Download complete 2025-09-07T07:06:49.6321500Z d622b1dca92a: Verifying Checksum 2025-09-07T07:06:49.6322024Z d622b1dca92a: Download complete 2025-09-07T07:06:49.6666643Z b9f8f98927f6: Verifying Checksum 2025-09-07T07:06:49.6666998Z b9f8f98927f6: Download complete 2025-09-07T07:06:49.7066273Z ad72fce423fc: Verifying Checksum 2025-09-07T07:06:49.7066674Z ad72fce423fc: Download complete 2025-09-07T07:06:50.0760287Z 3cb1455cf185: Verifying Checksum 2025-09-07T07:06:50.0760604Z 3cb1455cf185: Download complete 2025-09-07T07:06:50.7840438Z 80b7316254b3: Pull complete 2025-09-07T07:06:51.2903743Z 36e4db86de6e: Pull complete 2025-09-07T07:06:52.9865556Z 8ea45766c644: Pull complete 2025-09-07T07:06:57.5067921Z 3cb1455cf185: Pull complete 2025-09-07T07:06:57.7092565Z d622b1dca92a: Pull complete 2025-09-07T07:06:58.2490153Z ad72fce423fc: Pull complete 2025-09-07T07:06:58.2732646Z b9f8f98927f6: Pull complete 2025-09-07T07:06:58.2863269Z Digest: sha256:18634e45b29c0dd1a9a3a3d0781f9f8a221fe32ee7a853db01e9120c710ef535 2025-09-07T07:06:58.2904389Z Status: Downloaded newer image for public.ecr.aws/docker/library/python:3.13 2025-09-07T07:07:06.5976884Z Sun Sep 7 07:07:06 2025 2025-09-07T07:07:06.5977315Z +-----------------------------------------------------------------------------------------+ 2025-09-07T07:07:06.5977874Z | NVIDIA-SMI 570.133.07 Driver Version: 570.133.07 CUDA Version: 12.8 | 2025-09-07T07:07:06.5978349Z |-----------------------------------------+------------------------+----------------------+ 2025-09-07T07:07:06.5978827Z | GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC | 2025-09-07T07:07:06.5979331Z | Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. | 2025-09-07T07:07:06.5979736Z | | | MIG M. | 2025-09-07T07:07:06.5980350Z |=========================================+========================+======================| 2025-09-07T07:07:06.6074785Z | 0 NVIDIA L4 On | 00000000:35:00.0 Off | 0 | 2025-09-07T07:07:06.6075230Z | N/A 38C P8 12W / 72W | 0MiB / 23034MiB | 0% Default | 2025-09-07T07:07:06.6075603Z | | | N/A | 2025-09-07T07:07:06.6075967Z +-----------------------------------------+------------------------+----------------------+ 2025-09-07T07:07:06.6078431Z 2025-09-07T07:07:06.6078963Z +-----------------------------------------------------------------------------------------+ 2025-09-07T07:07:06.6079401Z | Processes: | 2025-09-07T07:07:06.6080067Z | GPU GI CI PID Type Process name GPU Memory | 2025-09-07T07:07:06.6080622Z | ID ID Usage | 2025-09-07T07:07:06.6081149Z |=========================================================================================| 2025-09-07T07:07:06.6083238Z | No running processes found | 2025-09-07T07:07:06.6084315Z +-----------------------------------------------------------------------------------------+ 2025-09-07T07:07:07.4351865Z Command completed after 1 attempt(s). 2025-09-07T07:07:07.4434506Z Prepare all required actions 2025-09-07T07:07:07.4458176Z ##[group]Run ./.github/actions/get-workflow-job-id 2025-09-07T07:07:07.4458429Z with: 2025-09-07T07:07:07.4458987Z github-token: *** 2025-09-07T07:07:07.4459178Z env: 2025-09-07T07:07:07.4459330Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:07:07.4459579Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T07:07:07.4459856Z ##[endgroup] 2025-09-07T07:07:07.4481435Z ##[group]Run set -eux 2025-09-07T07:07:07.4481779Z set -eux 2025-09-07T07:07:07.4482101Z python3 .github/scripts/get_workflow_job_id.py "${GITHUB_RUN_ID}" "${RUNNER_NAME}" 2025-09-07T07:07:07.4493681Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:07:07.4493965Z env: 2025-09-07T07:07:07.4494122Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:07:07.4494363Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T07:07:07.4494752Z GITHUB_TOKEN: *** 2025-09-07T07:07:07.4494922Z ##[endgroup] 2025-09-07T07:07:07.4525719Z + python3 .github/scripts/get_workflow_job_id.py 17524754564 i-06116ae80d9b8dd1f 2025-09-07T07:07:08.4660082Z Setting output job-id=49774733803 2025-09-07T07:07:08.4660832Z Setting output job-name=linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 4, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu) 2025-09-07T07:07:08.4776957Z ##[group]Run python3 -m pip install psutil==5.9.8 dataclasses_json==0.6.7 nvidia-ml-py==11.525.84 2025-09-07T07:07:08.4777567Z python3 -m pip install psutil==5.9.8 dataclasses_json==0.6.7 nvidia-ml-py==11.525.84 2025-09-07T07:07:08.4778263Z python3 -m tools.stats.monitor --log-interval "$MONITOR_LOG_INTERVAL" --data-collect-interval "$MONITOR_DATA_COLLECT_INTERVAL" > usage_log.txt 2>&1 & 2025-09-07T07:07:08.4778859Z echo "monitor-script-pid=${!}" >> "${GITHUB_OUTPUT}" 2025-09-07T07:07:08.4786986Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:07:08.4787265Z env: 2025-09-07T07:07:08.4787422Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:07:08.4787667Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T07:07:08.4787923Z JOB_ID: 49774733803 2025-09-07T07:07:08.4788316Z JOB_NAME: linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 4, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu) 2025-09-07T07:07:08.4788776Z WORKFLOW_NAME: trunk 2025-09-07T07:07:08.4788958Z WORKFLOW_RUN_ID: 17524754564 2025-09-07T07:07:08.4789343Z MONITOR_LOG_INTERVAL: 5 2025-09-07T07:07:08.4789542Z MONITOR_DATA_COLLECT_INTERVAL: 1 2025-09-07T07:07:08.4789750Z ##[endgroup] 2025-09-07T07:07:08.7450500Z Defaulting to user installation because normal site-packages is not writeable 2025-09-07T07:07:09.0525156Z Collecting psutil==5.9.8 2025-09-07T07:07:09.0817736Z Downloading psutil-5.9.8-cp36-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (288 kB) 2025-09-07T07:07:09.1644457Z Collecting dataclasses_json==0.6.7 2025-09-07T07:07:09.1725554Z Downloading dataclasses_json-0.6.7-py3-none-any.whl (28 kB) 2025-09-07T07:07:09.1959767Z Collecting nvidia-ml-py==11.525.84 2025-09-07T07:07:09.2053791Z Downloading nvidia_ml_py-11.525.84-py3-none-any.whl (34 kB) 2025-09-07T07:07:09.3109042Z Collecting marshmallow<4.0.0,>=3.18.0 2025-09-07T07:07:09.3193485Z Downloading marshmallow-3.26.1-py3-none-any.whl (50 kB) 2025-09-07T07:07:09.3402610Z Collecting typing-inspect<1,>=0.4.0 2025-09-07T07:07:09.3491770Z Downloading typing_inspect-0.9.0-py3-none-any.whl (8.8 kB) 2025-09-07T07:07:09.3986904Z Collecting packaging>=17.0 2025-09-07T07:07:09.4073110Z Downloading packaging-25.0-py3-none-any.whl (66 kB) 2025-09-07T07:07:09.4283005Z Collecting mypy-extensions>=0.3.0 2025-09-07T07:07:09.4372136Z Downloading mypy_extensions-1.1.0-py3-none-any.whl (5.0 kB) 2025-09-07T07:07:09.4805618Z Collecting typing-extensions>=3.7.4 2025-09-07T07:07:09.4893142Z Downloading typing_extensions-4.15.0-py3-none-any.whl (44 kB) 2025-09-07T07:07:09.5773752Z Installing collected packages: typing-extensions, packaging, mypy-extensions, typing-inspect, marshmallow, psutil, nvidia-ml-py, dataclasses-json 2025-09-07T07:07:09.8271522Z Successfully installed dataclasses-json-0.6.7 marshmallow-3.26.1 mypy-extensions-1.1.0 nvidia-ml-py-11.525.84 packaging-25.0 psutil-5.9.8 typing-extensions-4.15.0 typing-inspect-0.9.0 2025-09-07T07:07:09.9963359Z Prepare all required actions 2025-09-07T07:07:09.9963717Z Getting action download info 2025-09-07T07:07:10.1455124Z Download action repository 'seemethere/download-artifact-s3@v4' (SHA:1da556a7aa0a088e3153970611f6c432d58e80e6) 2025-09-07T07:07:10.3522566Z Download action repository 'actions/download-artifact@v4' (SHA:d3f86a106a0bac45b974a628896c90dbdf5c8093) 2025-09-07T07:07:10.6822007Z ##[group]Run ./.github/actions/download-build-artifacts 2025-09-07T07:07:10.6822280Z with: 2025-09-07T07:07:10.6822463Z name: linux-jammy-cuda12.8-py3.10-gcc11 2025-09-07T07:07:10.6822704Z s3-bucket: gha-artifacts 2025-09-07T07:07:10.6822885Z env: 2025-09-07T07:07:10.6823039Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:07:10.6823287Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T07:07:10.6823552Z ##[endgroup] 2025-09-07T07:07:10.6852791Z ##[group]Run seemethere/download-artifact-s3@v4 2025-09-07T07:07:10.6853044Z with: 2025-09-07T07:07:10.6853260Z name: linux-jammy-cuda12.8-py3.10-gcc11 2025-09-07T07:07:10.6853511Z s3-bucket: gha-artifacts 2025-09-07T07:07:10.6853709Z region: us-east-1 2025-09-07T07:07:10.6853885Z env: 2025-09-07T07:07:10.6854037Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:07:10.6854271Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T07:07:10.6854537Z ##[endgroup] 2025-09-07T07:07:11.0820468Z (node:62634) NOTE: We are formalizing our plans to enter AWS SDK for JavaScript (v2) into maintenance mode in 2023. 2025-09-07T07:07:11.0820935Z 2025-09-07T07:07:11.0821109Z Please migrate your code to use AWS SDK for JavaScript (v3). 2025-09-07T07:07:11.0821619Z For more information, check the migration guide at https://a.co/7PzMCcy 2025-09-07T07:07:11.0822116Z (Use `node --trace-warnings ...` to show where the warning was created) 2025-09-07T07:07:11.3481811Z Found 1 objects with prefix pytorch/pytorch/17524754564/linux-jammy-cuda12.8-py3.10-gcc11/ 2025-09-07T07:07:11.3482554Z Starting download (1/1): /home/ec2-user/actions-runner/_work/pytorch/pytorch/artifacts.zip 2025-09-07T07:07:19.9233902Z Finished download (1/1): /home/ec2-user/actions-runner/_work/pytorch/pytorch/artifacts.zip 2025-09-07T07:07:19.9239272Z Artifact download has finished successfully 2025-09-07T07:07:19.9500046Z ##[group]Run unzip -o artifacts.zip 2025-09-07T07:07:19.9500365Z unzip -o artifacts.zip 2025-09-07T07:07:19.9508273Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:07:19.9508574Z env: 2025-09-07T07:07:19.9508735Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:07:19.9508975Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T07:07:19.9509265Z ##[endgroup] 2025-09-07T07:07:19.9579125Z Archive: artifacts.zip 2025-09-07T07:07:19.9580601Z creating: dist/ 2025-09-07T07:07:21.8310729Z inflating: dist/torch-2.9.0a0+git93fb23d-cp310-cp310-linux_x86_64.whl 2025-09-07T07:07:21.8427081Z inflating: dist/.ninja_log 2025-09-07T07:07:21.8427420Z creating: build/custom_test_artifacts/ 2025-09-07T07:07:21.8427837Z creating: build/custom_test_artifacts/custom-op-build/ 2025-09-07T07:07:21.8428312Z creating: build/custom_test_artifacts/custom-op-build/CMakeFiles/ 2025-09-07T07:07:21.8428856Z creating: build/custom_test_artifacts/custom-op-build/CMakeFiles/pkgRedirects/ 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build/bin/cuda_caching_host_allocator_test 2025-09-07T07:07:29.7455205Z inflating: build/bin/cuda_complex_math_test 2025-09-07T07:07:29.7512334Z inflating: build/bin/cuda_complex_test 2025-09-07T07:07:29.7572589Z inflating: build/bin/cuda_cub_test 2025-09-07T07:07:29.7620492Z inflating: build/bin/cuda_device_test 2025-09-07T07:07:29.7690872Z inflating: build/bin/cuda_distributions_test 2025-09-07T07:07:29.7738836Z inflating: build/bin/cuda_exchange_device_test 2025-09-07T07:07:29.7788243Z inflating: build/bin/cuda_dlconvertor_test 2025-09-07T07:07:29.7838666Z inflating: build/bin/cuda_reportMemoryUsage_test 2025-09-07T07:07:29.7886470Z inflating: build/bin/cuda_allocatorTraceTracker_test 2025-09-07T07:07:29.7944371Z inflating: build/bin/cuda_stream_test 2025-09-07T07:07:29.7993552Z inflating: build/bin/cuda_integer_divider_test 2025-09-07T07:07:29.8041319Z inflating: build/bin/cuda_cudnn_test 2025-09-07T07:07:29.8095615Z inflating: build/bin/cuda_generator_test 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build/bin/ProcessGroupGlooTest 2025-09-07T07:07:30.0051328Z inflating: build/bin/ProcessGroupGlooAsyncTest 2025-09-07T07:07:30.0111719Z inflating: build/bin/ProcessGroupNCCLTest 2025-09-07T07:07:30.0169724Z inflating: build/bin/ProcessGroupNCCLErrorsTest 2025-09-07T07:07:30.1184927Z inflating: build/bin/test_api 2025-09-07T07:07:30.1187178Z inflating: build/bin/parallel_benchmark 2025-09-07T07:07:30.1494181Z inflating: build/bin/test_lazy 2025-09-07T07:07:30.1497915Z inflating: build/bin/torch_shm_manager 2025-09-07T07:07:30.1498253Z creating: .additional_ci_files/ 2025-09-07T07:07:30.1575706Z inflating: .additional_ci_files/test-times.json 2025-09-07T07:07:30.1869865Z inflating: .additional_ci_files/test-class-times.json 2025-09-07T07:07:30.1898744Z ##[group]Run rm artifacts.zip 2025-09-07T07:07:30.1899002Z rm artifacts.zip 2025-09-07T07:07:30.1906085Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:07:30.1906373Z env: 2025-09-07T07:07:30.1906531Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:07:30.1906771Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T07:07:30.1907019Z ##[endgroup] 2025-09-07T07:07:30.3118003Z ##[group]Run df -H 2025-09-07T07:07:30.3118344Z df -H 2025-09-07T07:07:30.3126120Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:07:30.3126542Z env: 2025-09-07T07:07:30.3126705Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:07:30.3126956Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T07:07:30.3127232Z ##[endgroup] 2025-09-07T07:07:30.3172529Z Filesystem Size Used Avail Use% Mounted on 2025-09-07T07:07:30.3172923Z devtmpfs 4.2M 0 4.2M 0% /dev 2025-09-07T07:07:30.3173227Z tmpfs 33G 0 33G 0% /dev/shm 2025-09-07T07:07:30.3173524Z tmpfs 13G 766k 13G 1% /run 2025-09-07T07:07:30.3173802Z /dev/nvme0n1p1 161G 53G 109G 33% / 2025-09-07T07:07:30.3174109Z tmpfs 33G 13k 33G 1% /tmp 2025-09-07T07:07:30.3174416Z /dev/nvme0n1p128 11M 1.4M 9.2M 13% /boot/efi 2025-09-07T07:07:30.3174733Z tmpfs 6.5G 0 6.5G 0% /run/user/0 2025-09-07T07:07:30.3201431Z Prepare all required actions 2025-09-07T07:07:30.3202165Z Getting action download info 2025-09-07T07:07:30.4733248Z ##[group]Run ./.github/actions/download-td-artifacts 2025-09-07T07:07:30.4733528Z with: 2025-09-07T07:07:30.4733678Z env: 2025-09-07T07:07:30.4733837Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:07:30.4734079Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T07:07:30.4734338Z ##[endgroup] 2025-09-07T07:07:30.4841945Z ##[group]Run seemethere/download-artifact-s3@v4 2025-09-07T07:07:30.4842187Z with: 2025-09-07T07:07:30.4842345Z name: td_results 2025-09-07T07:07:30.4842522Z s3-bucket: gha-artifacts 2025-09-07T07:07:30.4842714Z region: us-east-1 2025-09-07T07:07:30.4842870Z env: 2025-09-07T07:07:30.4843015Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:07:30.4843251Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T07:07:30.4843506Z ##[endgroup] 2025-09-07T07:07:30.8584028Z (node:62654) NOTE: We are formalizing our plans to enter AWS SDK for JavaScript (v2) into maintenance mode in 2023. 2025-09-07T07:07:30.8584492Z 2025-09-07T07:07:30.8584673Z Please migrate your code to use AWS SDK for JavaScript (v3). 2025-09-07T07:07:30.8585518Z For more information, check the migration guide at https://a.co/7PzMCcy 2025-09-07T07:07:30.8586038Z (Use `node --trace-warnings ...` to show where the warning was created) 2025-09-07T07:07:30.9817496Z Found 1 objects with prefix pytorch/pytorch/17524754564/td_results/ 2025-09-07T07:07:30.9818109Z Starting download (1/1): /home/ec2-user/actions-runner/_work/pytorch/pytorch/td_results.json 2025-09-07T07:07:31.0427511Z Finished download (1/1): /home/ec2-user/actions-runner/_work/pytorch/pytorch/td_results.json 2025-09-07T07:07:31.0432201Z Artifact download has finished successfully 2025-09-07T07:07:31.0789739Z ##[group]Run mkdir -p .additional_ci_files 2025-09-07T07:07:31.0790084Z mkdir -p .additional_ci_files 2025-09-07T07:07:31.0790409Z mv td_results.json .additional_ci_files/td_results.json || true 2025-09-07T07:07:31.0798191Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:07:31.0798467Z env: 2025-09-07T07:07:31.0798624Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:07:31.0798889Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T07:07:31.0799149Z ##[endgroup] 2025-09-07T07:07:31.0948918Z ##[group]Run .github/scripts/parse_ref.py 2025-09-07T07:07:31.0949221Z .github/scripts/parse_ref.py 2025-09-07T07:07:31.0955513Z shell: /usr/bin/bash -e {0} 2025-09-07T07:07:31.0955716Z env: 2025-09-07T07:07:31.0955872Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:07:31.0956119Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T07:07:31.0956382Z ##[endgroup] 2025-09-07T07:07:31.1145059Z Setting output branch=main 2025-09-07T07:07:31.1247224Z Prepare all required actions 2025-09-07T07:07:31.1247906Z Getting action download info 2025-09-07T07:07:31.3192054Z ##[group]Run ./.github/actions/filter-test-configs 2025-09-07T07:07:31.3192480Z with: 2025-09-07T07:07:31.3192952Z github-token: *** 2025-09-07T07:07:31.3197172Z test-matrix: {"include": [{"config": "default", "shard": 1, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu"}, {"config": "default", "shard": 2, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu"}, {"config": "default", "shard": 3, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu"}, {"config": "default", "shard": 4, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu"}, {"config": "default", "shard": 5, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu"}, {"config": "distributed", "shard": 1, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu"}, {"config": "distributed", "shard": 2, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu"}, {"config": "distributed", "shard": 3, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu"}, {"config": "pr_time_benchmarks", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu"}]} 2025-09-07T07:07:31.3201653Z job-name: linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 4, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu) 2025-09-07T07:07:31.3202311Z env: 2025-09-07T07:07:31.3202544Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:07:31.3202913Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T07:07:31.3203350Z ##[endgroup] 2025-09-07T07:07:31.3316883Z ##[group]Run nick-fields/retry@v3.0.0 2025-09-07T07:07:31.3317103Z with: 2025-09-07T07:07:31.3317253Z shell: bash 2025-09-07T07:07:31.3317415Z timeout_minutes: 10 2025-09-07T07:07:31.3317582Z max_attempts: 5 2025-09-07T07:07:31.3317752Z retry_wait_seconds: 30 2025-09-07T07:07:31.3318316Z command: set -eux # PyYAML 6.0 doesn't work with MacOS x86 anymore # This must run on Python-3.7 (AmazonLinux2) so can't use request=3.32.2 python3 -m pip install requests==2.27.1 pyyaml==6.0.2 2025-09-07T07:07:31.3318907Z polling_interval_seconds: 1 2025-09-07T07:07:31.3319104Z warning_on_retry: true 2025-09-07T07:07:31.3319280Z continue_on_error: false 2025-09-07T07:07:31.3319465Z env: 2025-09-07T07:07:31.3319608Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:07:31.3320014Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T07:07:31.3320405Z GITHUB_TOKEN: *** 2025-09-07T07:07:31.3320591Z ##[endgroup] 2025-09-07T07:07:31.4189070Z + python3 -m pip install requests==2.27.1 pyyaml==6.0.2 2025-09-07T07:07:31.6208418Z Defaulting to user installation because normal site-packages is not writeable 2025-09-07T07:07:31.7594536Z Collecting requests==2.27.1 2025-09-07T07:07:31.7733000Z Downloading requests-2.27.1-py2.py3-none-any.whl (63 kB) 2025-09-07T07:07:31.9556180Z Collecting pyyaml==6.0.2 2025-09-07T07:07:31.9592648Z Downloading PyYAML-6.0.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (737 kB) 2025-09-07T07:07:32.0702208Z Collecting certifi>=2017.4.17 2025-09-07T07:07:32.0735643Z Downloading certifi-2025.8.3-py3-none-any.whl (161 kB) 2025-09-07T07:07:32.1011419Z Requirement already satisfied: urllib3<1.27,>=1.21.1 in /usr/lib/python3.9/site-packages (from requests==2.27.1) (1.25.10) 2025-09-07T07:07:32.1018425Z Requirement already satisfied: idna<4,>=2.5 in /usr/lib/python3.9/site-packages (from requests==2.27.1) (2.10) 2025-09-07T07:07:32.4441820Z Collecting charset-normalizer~=2.0.0 2025-09-07T07:07:32.4470942Z Downloading charset_normalizer-2.0.12-py3-none-any.whl (39 kB) 2025-09-07T07:07:32.5447932Z Installing collected packages: charset-normalizer, certifi, requests, pyyaml 2025-09-07T07:07:32.7284768Z Successfully installed certifi-2025.8.3 charset-normalizer-2.0.12 pyyaml-6.0.2 requests-2.27.1 2025-09-07T07:07:33.4010573Z Command completed after 1 attempt(s). 2025-09-07T07:07:33.4073296Z ##[group]Run set -x 2025-09-07T07:07:33.4073711Z set -x 2025-09-07T07:07:33.4073890Z  2025-09-07T07:07:33.4074167Z # Use relative path here as this could be checked out anywhere, not necessarily 2025-09-07T07:07:33.4074502Z # in runner workspace 2025-09-07T07:07:33.4074853Z python3 "${GITHUB_ACTION_PATH}/../../scripts/parse_ref.py" 2025-09-07T07:07:33.4081904Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:07:33.4082214Z env: 2025-09-07T07:07:33.4082372Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:07:33.4082609Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T07:07:33.4082859Z ##[endgroup] 2025-09-07T07:07:33.4107924Z + python3 /home/ec2-user/actions-runner/_work/pytorch/pytorch/./.github/actions/filter-test-configs/../../scripts/parse_ref.py 2025-09-07T07:07:33.4266838Z Setting output branch=main 2025-09-07T07:07:33.4322286Z ##[group]Run echo "Workflow: ${GITHUB_WORKFLOW}" 2025-09-07T07:07:33.4322575Z echo "Workflow: ${GITHUB_WORKFLOW}" 2025-09-07T07:07:33.4322837Z echo "Job name: ${JOB_NAME}" 2025-09-07T07:07:33.4323045Z  2025-09-07T07:07:33.4323315Z # Use relative path here as this could be checked out anywhere, not necessarily 2025-09-07T07:07:33.4323650Z # in runner workspace 2025-09-07T07:07:33.4323949Z python3 "${GITHUB_ACTION_PATH}/../../scripts/filter_test_configs.py" \ 2025-09-07T07:07:33.4324298Z  --workflow "${GITHUB_WORKFLOW}" \ 2025-09-07T07:07:33.4324534Z  --job-name "${JOB_NAME}" \ 2025-09-07T07:07:33.4326984Z  --test-matrix "{"include": [{"config": "default", "shard": 1, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu"}, {"config": "default", "shard": 2, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu"}, {"config": "default", "shard": 3, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu"}, {"config": "default", "shard": 4, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu"}, {"config": "default", "shard": 5, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu"}, {"config": "distributed", "shard": 1, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu"}, {"config": "distributed", "shard": 2, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu"}, {"config": "distributed", "shard": 3, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu"}, {"config": "pr_time_benchmarks", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu"}]}" \ 2025-09-07T07:07:33.4329614Z  --selected-test-configs "" \ 2025-09-07T07:07:33.4329863Z  --pr-number "${PR_NUMBER}" \ 2025-09-07T07:07:33.4330085Z  --tag "${TAG}" \ 2025-09-07T07:07:33.4330292Z  --event-name "${EVENT_NAME}" \ 2025-09-07T07:07:33.4330519Z  --schedule "${SCHEDULE}" \ 2025-09-07T07:07:33.4330739Z  --branch "${HEAD_BRANCH}" 2025-09-07T07:07:33.4336956Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:07:33.4337242Z env: 2025-09-07T07:07:33.4337403Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:07:33.4337652Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T07:07:33.4338193Z GITHUB_TOKEN: *** 2025-09-07T07:07:33.4338601Z JOB_NAME: linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 4, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu) 2025-09-07T07:07:33.4339031Z PR_NUMBER: 2025-09-07T07:07:33.4339183Z TAG: 2025-09-07T07:07:33.4339329Z EVENT_NAME: push 2025-09-07T07:07:33.4339490Z SCHEDULE: 2025-09-07T07:07:33.4339642Z HEAD_BRANCH: main 2025-09-07T07:07:33.4339798Z ##[endgroup] 2025-09-07T07:07:33.4362639Z Workflow: trunk 2025-09-07T07:07:33.4363070Z Job name: linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 4, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu) 2025-09-07T07:07:33.6171373Z Setting output keep-going=True 2025-09-07T07:07:33.6171747Z Setting output ci-verbose-test-logs=False 2025-09-07T07:07:33.6172355Z Setting output ci-test-showlocals=False 2025-09-07T07:07:33.6172682Z Setting output ci-no-test-timeout=False 2025-09-07T07:07:33.6172969Z Setting output ci-no-td=False 2025-09-07T07:07:33.6173258Z Setting output ci-td-distributed=False 2025-09-07T07:07:33.6173554Z Setting output is-unstable=False 2025-09-07T07:07:33.6173841Z Setting output reenabled-issues= 2025-09-07T07:07:33.6176871Z Setting output test-matrix={"include": [{"config": "default", "shard": 1, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu"}, {"config": "default", "shard": 2, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu"}, {"config": "default", "shard": 3, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu"}, {"config": "default", "shard": 4, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu"}, {"config": "default", "shard": 5, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu"}, {"config": "distributed", "shard": 1, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu"}, {"config": "distributed", "shard": 2, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu"}, {"config": "distributed", "shard": 3, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu"}, {"config": "pr_time_benchmarks", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu"}]} 2025-09-07T07:07:33.6179939Z Setting output is-test-matrix-empty=False 2025-09-07T07:07:33.6279169Z ##[group]Run echo "Filtered matrix:" 2025-09-07T07:07:33.6279431Z echo "Filtered matrix:" 2025-09-07T07:07:33.6281761Z echo "{"include": [{"config": "default", "shard": 1, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu"}, {"config": "default", "shard": 2, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu"}, {"config": "default", "shard": 3, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu"}, {"config": "default", "shard": 4, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu"}, {"config": "default", "shard": 5, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu"}, {"config": "distributed", "shard": 1, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu"}, {"config": "distributed", "shard": 2, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu"}, {"config": "distributed", "shard": 3, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu"}, {"config": "pr_time_benchmarks", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu"}]}" 2025-09-07T07:07:33.6284233Z  2025-09-07T07:07:33.6284397Z echo 2025-09-07T07:07:33.6284595Z echo "Is the current job unstable? False" 2025-09-07T07:07:33.6284835Z  2025-09-07T07:07:33.6284976Z echo 2025-09-07T07:07:33.6285154Z echo "Is keep-going label set? True" 2025-09-07T07:07:33.6285367Z  2025-09-07T07:07:33.6285518Z echo 2025-09-07T07:07:33.6285683Z echo "Reenabled issues? " 2025-09-07T07:07:33.6292523Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:07:33.6292810Z env: 2025-09-07T07:07:33.6292969Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:07:33.6293239Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T07:07:33.6293496Z ##[endgroup] 2025-09-07T07:07:33.6316780Z Filtered matrix: 2025-09-07T07:07:33.6319833Z {include: [{config: default, shard: 1, num_shards: 5, runner: lf.linux.g6.4xlarge.experimental.nvidia.gpu}, {config: default, shard: 2, num_shards: 5, runner: lf.linux.g6.4xlarge.experimental.nvidia.gpu}, {config: default, shard: 3, num_shards: 5, runner: lf.linux.g6.4xlarge.experimental.nvidia.gpu}, {config: default, shard: 4, num_shards: 5, runner: lf.linux.g6.4xlarge.experimental.nvidia.gpu}, {config: default, shard: 5, num_shards: 5, runner: lf.linux.g6.4xlarge.experimental.nvidia.gpu}, {config: distributed, shard: 1, num_shards: 3, runner: lf.linux.g4dn.12xlarge.nvidia.gpu}, {config: distributed, shard: 2, num_shards: 3, runner: lf.linux.g4dn.12xlarge.nvidia.gpu}, {config: distributed, shard: 3, num_shards: 3, runner: lf.linux.g4dn.12xlarge.nvidia.gpu}, {config: pr_time_benchmarks, shard: 1, num_shards: 1, runner: linux.g4dn.metal.nvidia.gpu}]} 2025-09-07T07:07:33.6322055Z 2025-09-07T07:07:33.6322148Z Is the current job unstable? False 2025-09-07T07:07:33.6322312Z 2025-09-07T07:07:33.6322392Z Is keep-going label set? True 2025-09-07T07:07:33.6322532Z 2025-09-07T07:07:33.6322604Z Reenabled issues? 2025-09-07T07:07:33.6361569Z ##[group]Run echo "timeout=$((JOB_TIMEOUT-30))" >> "${GITHUB_OUTPUT}" 2025-09-07T07:07:33.6361991Z echo "timeout=$((JOB_TIMEOUT-30))" >> "${GITHUB_OUTPUT}" 2025-09-07T07:07:33.6368290Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:07:33.6368579Z env: 2025-09-07T07:07:33.6368738Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:07:33.6368992Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T07:07:33.6369250Z JOB_TIMEOUT: 360 2025-09-07T07:07:33.6369409Z ##[endgroup] 2025-09-07T07:07:33.6427788Z ##[group]Run env | grep '^GITHUB' >> "/tmp/github_env_${GITHUB_RUN_ID}" 2025-09-07T07:07:33.6428191Z env | grep '^GITHUB' >> "/tmp/github_env_${GITHUB_RUN_ID}" 2025-09-07T07:07:33.6428510Z env | grep '^CI' >> "/tmp/github_env_${GITHUB_RUN_ID}" 2025-09-07T07:07:33.6434642Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T07:07:33.6434925Z env: 2025-09-07T07:07:33.6435095Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:07:33.6435339Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T07:07:33.6435584Z ##[endgroup] 2025-09-07T07:07:33.6531560Z ##[group]Run set -x 2025-09-07T07:07:33.6531843Z set -x 2025-09-07T07:07:33.6532008Z  2025-09-07T07:07:33.6532192Z if [[ $TEST_CONFIG == 'multigpu' ]]; then 2025-09-07T07:07:33.6532481Z  TEST_COMMAND=.ci/pytorch/multigpu-test.sh 2025-09-07T07:07:33.6532773Z elif [[ $BUILD_ENVIRONMENT == *onnx* ]]; then 2025-09-07T07:07:33.6533030Z  TEST_COMMAND=.ci/onnx/test.sh 2025-09-07T07:07:33.6533253Z else 2025-09-07T07:07:33.6533431Z  TEST_COMMAND=.ci/pytorch/test.sh 2025-09-07T07:07:33.6533648Z fi 2025-09-07T07:07:33.6533790Z  2025-09-07T07:07:33.6533975Z # Leaving 1GB for the runner and other things 2025-09-07T07:07:33.6534375Z TOTAL_AVAILABLE_MEMORY_IN_GB=$(awk '/MemTotal/ { printf "%.3f \n", $2/1024/1024 - 1 }' /proc/meminfo) 2025-09-07T07:07:33.6535168Z # https://docs.docker.com/engine/containers/resource_constraints/#--memory-swap-details, the 3GB swap 2025-09-07T07:07:33.6535672Z # comes from https://github.com/pytorch/test-infra/pull/6058 2025-09-07T07:07:33.6536068Z TOTAL_MEMORY_WITH_SWAP=$(("${TOTAL_AVAILABLE_MEMORY_IN_GB%.*}" + 3)) 2025-09-07T07:07:33.6536357Z  2025-09-07T07:07:33.6545960Z if [[ ${BUILD_ENVIRONMENT} == *"s390x"* ]]; then 2025-09-07T07:07:33.6546248Z  SHM_OPTS= 2025-09-07T07:07:33.6546432Z  JENKINS_USER= 2025-09-07T07:07:33.6546706Z  # ensure that docker container cleanly exits in 12 hours 2025-09-07T07:07:33.6547065Z  # if for some reason cleanup action doesn't stop container 2025-09-07T07:07:33.6547348Z  # when job is cancelled 2025-09-07T07:07:33.6547568Z  DOCKER_SHELL_CMD="sleep 12h" 2025-09-07T07:07:33.6547798Z else 2025-09-07T07:07:33.6547988Z  SHM_OPTS="--shm-size=${SHM_SIZE}" 2025-09-07T07:07:33.6548228Z  JENKINS_USER="--user jenkins" 2025-09-07T07:07:33.6548445Z  DOCKER_SHELL_CMD= 2025-09-07T07:07:33.6548630Z fi 2025-09-07T07:07:33.6548781Z  2025-09-07T07:07:33.6549017Z # detached container should get cleaned up by teardown_ec2_linux 2025-09-07T07:07:33.6549398Z # TODO: Stop building test binaries as part of the build phase 2025-09-07T07:07:33.6549833Z # Used for GPU_FLAG, SHM_OPTS, JENKINS_USER and DOCKER_SHELL_CMD since that doesn't play nice 2025-09-07T07:07:33.6550207Z # shellcheck disable=SC2086,SC2090 2025-09-07T07:07:33.6550450Z container_name=$(docker run \ 2025-09-07T07:07:33.6550683Z  ${GPU_FLAG:-} \ 2025-09-07T07:07:33.6550900Z  ${SCCACHE_SERVER_PORT_DOCKER_FLAG:-} \ 2025-09-07T07:07:33.6551150Z  -e BUILD_ENVIRONMENT \ 2025-09-07T07:07:33.6551370Z  -e PR_NUMBER \ 2025-09-07T07:07:33.6551561Z  -e GITHUB_ACTIONS \ 2025-09-07T07:07:33.6551758Z  -e GITHUB_REPOSITORY \ 2025-09-07T07:07:33.6551970Z  -e GITHUB_WORKFLOW \ 2025-09-07T07:07:33.6552171Z  -e GITHUB_JOB \ 2025-09-07T07:07:33.6552361Z  -e GITHUB_RUN_ID \ 2025-09-07T07:07:33.6552548Z  -e GITHUB_RUN_NUMBER \ 2025-09-07T07:07:33.6552770Z  -e GITHUB_RUN_ATTEMPT \ 2025-09-07T07:07:33.6552975Z  -e JOB_ID \ 2025-09-07T07:07:33.6553156Z  -e JOB_NAME \ 2025-09-07T07:07:33.6553335Z  -e BASE_SHA \ 2025-09-07T07:07:33.6553516Z  -e BRANCH \ 2025-09-07T07:07:33.6553687Z  -e SHA1 \ 2025-09-07T07:07:33.6553868Z  -e AWS_DEFAULT_REGION \ 2025-09-07T07:07:33.6554067Z  -e IN_WHEEL_TEST \ 2025-09-07T07:07:33.6554264Z  -e SHARD_NUMBER \ 2025-09-07T07:07:33.6554456Z  -e TEST_CONFIG \ 2025-09-07T07:07:33.6554648Z  -e NUM_TEST_SHARDS \ 2025-09-07T07:07:33.6554851Z  -e REENABLED_ISSUES \ 2025-09-07T07:07:33.6555069Z  -e CONTINUE_THROUGH_ERROR \ 2025-09-07T07:07:33.6555433Z  -e VERBOSE_TEST_LOGS \ 2025-09-07T07:07:33.6555665Z  -e TEST_SHOWLOCALS \ 2025-09-07T07:07:33.6555868Z  -e NO_TEST_TIMEOUT \ 2025-09-07T07:07:33.6556055Z  -e NO_TD \ 2025-09-07T07:07:33.6556237Z  -e TD_DISTRIBUTED \ 2025-09-07T07:07:33.6556437Z  -e PR_LABELS \ 2025-09-07T07:07:33.6556654Z  -e MAX_JOBS="$(nproc --ignore=2)" \ 2025-09-07T07:07:33.6556886Z  -e SCCACHE_BUCKET \ 2025-09-07T07:07:33.6557085Z  -e SCCACHE_REGION \ 2025-09-07T07:07:33.6557275Z  -e XLA_CUDA \ 2025-09-07T07:07:33.6557477Z  -e XLA_CLANG_CACHE_S3_BUCKET_NAME \ 2025-09-07T07:07:33.6557726Z  -e PYTORCH_TEST_CUDA_MEM_LEAK_CHECK \ 2025-09-07T07:07:33.6557990Z  -e PYTORCH_TEST_RERUN_DISABLED_TESTS \ 2025-09-07T07:07:33.6558339Z  -e SKIP_SCCACHE_INITIALIZATION=1 \ 2025-09-07T07:07:33.6558579Z  -e HUGGING_FACE_HUB_TOKEN \ 2025-09-07T07:07:33.6558808Z  -e VLLM_TEST_HUGGING_FACE_TOKEN \ 2025-09-07T07:07:33.6559057Z  -e SCRIBE_GRAPHQL_ACCESS_TOKEN \ 2025-09-07T07:07:33.6559279Z  -e DASHBOARD_TAG \ 2025-09-07T07:07:33.6559478Z  -e ARTIFACTS_FILE_SUFFIX \ 2025-09-07T07:07:33.6559728Z  --memory="${TOTAL_AVAILABLE_MEMORY_IN_GB%.*}g" \ 2025-09-07T07:07:33.6560034Z  --memory-swap="${TOTAL_MEMORY_WITH_SWAP}g" \ 2025-09-07T07:07:33.6560330Z  --env-file="/tmp/github_env_${GITHUB_RUN_ID}" \ 2025-09-07T07:07:33.6560613Z  --security-opt seccomp=unconfined \ 2025-09-07T07:07:33.6560859Z  --cap-add=SYS_PTRACE \ 2025-09-07T07:07:33.6561063Z  --ipc=host \ 2025-09-07T07:07:33.6561244Z  ${SHM_OPTS} \ 2025-09-07T07:07:33.6561424Z  --tty \ 2025-09-07T07:07:33.6561603Z  --detach \ 2025-09-07T07:07:33.6561789Z  --name="${container_name}" \ 2025-09-07T07:07:33.6562010Z  ${JENKINS_USER} \ 2025-09-07T07:07:33.6562263Z  -v "${GITHUB_WORKSPACE}:/var/lib/jenkins/workspace" \ 2025-09-07T07:07:33.6562552Z  -w /var/lib/jenkins/workspace \ 2025-09-07T07:07:33.6562774Z  "${DOCKER_IMAGE}" \ 2025-09-07T07:07:33.6562974Z  ${DOCKER_SHELL_CMD} 2025-09-07T07:07:33.6563158Z ) 2025-09-07T07:07:33.6563367Z # Propagate download.pytorch.org IP to container 2025-09-07T07:07:33.6563842Z grep download.pytorch.org /etc/hosts | docker exec -i "${container_name}" sudo bash -c "/bin/cat >> /etc/hosts" 2025-09-07T07:07:33.6564348Z echo "DOCKER_CONTAINER_ID=${container_name}" >> "${GITHUB_ENV}" 2025-09-07T07:07:33.6564638Z  2025-09-07T07:07:33.6564827Z if [[ ${BUILD_ENVIRONMENT} == *"s390x"* ]]; then 2025-09-07T07:07:33.6565238Z  docker exec -t "${container_name}" sh -c "python3 -m pip install -r .ci/docker/requirements-ci.txt" 2025-09-07T07:07:33.6565599Z fi 2025-09-07T07:07:33.6565760Z  2025-09-07T07:07:33.6566113Z docker exec -t "${container_name}" sh -c "python3 -m pip install $(echo dist/*.whl)[opt-einsum] && ${TEST_COMMAND}" 2025-09-07T07:07:33.6572757Z shell: /usr/bin/bash -e {0} 2025-09-07T07:07:33.6572972Z env: 2025-09-07T07:07:33.6573133Z GIT_DEFAULT_BRANCH: main 2025-09-07T07:07:33.6573387Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T07:07:33.6573704Z BUILD_ENVIRONMENT: linux-jammy-cuda12.8-py3.10-gcc11 2025-09-07T07:07:33.6573964Z PR_NUMBER: 2025-09-07T07:07:33.6574148Z GITHUB_REPOSITORY: pytorch/pytorch 2025-09-07T07:07:33.6574368Z GITHUB_WORKFLOW: trunk 2025-09-07T07:07:33.6574551Z GITHUB_JOB: test 2025-09-07T07:07:33.6574724Z GITHUB_RUN_ID: 17524754564 2025-09-07T07:07:33.6574911Z GITHUB_RUN_NUMBER: 143911 2025-09-07T07:07:33.6575099Z GITHUB_RUN_ATTEMPT: 1 2025-09-07T07:07:33.6575280Z JOB_ID: 49774733803 2025-09-07T07:07:33.6575660Z JOB_NAME: linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 4, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu) 2025-09-07T07:07:33.6576184Z BRANCH: main 2025-09-07T07:07:33.6576387Z SHA1: 93fb23d6fae7c4e82c4239a1033e522088742634 2025-09-07T07:07:33.6576662Z BASE_SHA: 93fb23d6fae7c4e82c4239a1033e522088742634 2025-09-07T07:07:33.6576920Z TEST_CONFIG: default 2025-09-07T07:07:33.6577094Z SHARD_NUMBER: 4 2025-09-07T07:07:33.6577255Z NUM_TEST_SHARDS: 5 2025-09-07T07:07:33.6577424Z REENABLED_ISSUES: 2025-09-07T07:07:33.6577596Z CONTINUE_THROUGH_ERROR: True 2025-09-07T07:07:33.6577789Z VERBOSE_TEST_LOGS: False 2025-09-07T07:07:33.6577980Z TEST_SHOWLOCALS: False 2025-09-07T07:07:33.6578165Z NO_TEST_TIMEOUT: False 2025-09-07T07:07:33.6578336Z NO_TD: False 2025-09-07T07:07:33.6578492Z TD_DISTRIBUTED: False 2025-09-07T07:07:33.6578718Z SCCACHE_BUCKET: ossci-compiler-cache-circleci-v2 2025-09-07T07:07:33.6579060Z SCCACHE_REGION: us-east-1 2025-09-07T07:07:33.6579242Z SHM_SIZE: 2g 2025-09-07T07:07:33.6579798Z DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-ae53c6842aa4c2407d0ad976491ca941c2635c77 2025-09-07T07:07:33.6580396Z XLA_CUDA: 2025-09-07T07:07:33.6580670Z XLA_CLANG_CACHE_S3_BUCKET_NAME: ossci-compiler-clang-cache-circleci-xla 2025-09-07T07:07:33.6580999Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK: 0 2025-09-07T07:07:33.6581233Z PYTORCH_TEST_RERUN_DISABLED_TESTS: 0 2025-09-07T07:07:33.6581438Z DASHBOARD_TAG: 2025-09-07T07:07:33.6581766Z VLLM_TEST_HUGGING_FACE_TOKEN: *** 2025-09-07T07:07:33.6582062Z HUGGING_FACE_HUB_TOKEN: *** 2025-09-07T07:07:33.6582367Z SCRIBE_GRAPHQL_ACCESS_TOKEN: *** 2025-09-07T07:07:33.6582759Z ARTIFACTS_FILE_SUFFIX: test-default-4-5-lf.linux.g6.4xlarge.experimental.nvidia.gpu_49774733803 2025-09-07T07:07:33.6583154Z ##[endgroup] 2025-09-07T07:07:33.6605409Z + [[ default == \m\u\l\t\i\g\p\u ]] 2025-09-07T07:07:33.6605699Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *onnx* ]] 2025-09-07T07:07:33.6605979Z + TEST_COMMAND=.ci/pytorch/test.sh 2025-09-07T07:07:33.6608510Z ++ awk '/MemTotal/ { printf "%.3f \n", $2/1024/1024 - 1 }' /proc/meminfo 2025-09-07T07:07:33.6628753Z + TOTAL_AVAILABLE_MEMORY_IN_GB='59.453 ' 2025-09-07T07:07:33.6628998Z + TOTAL_MEMORY_WITH_SWAP=62 2025-09-07T07:07:33.6629271Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *\s\3\9\0\x* ]] 2025-09-07T07:07:33.6629537Z + SHM_OPTS=--shm-size=2g 2025-09-07T07:07:33.6629733Z + JENKINS_USER='--user jenkins' 2025-09-07T07:07:33.6629930Z + DOCKER_SHELL_CMD= 2025-09-07T07:07:33.6636804Z +++ nproc --ignore=2 2025-09-07T07:07:33.6671637Z ++ docker run --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all -e BUILD_ENVIRONMENT -e PR_NUMBER -e GITHUB_ACTIONS -e GITHUB_REPOSITORY -e GITHUB_WORKFLOW -e GITHUB_JOB -e GITHUB_RUN_ID -e GITHUB_RUN_NUMBER -e GITHUB_RUN_ATTEMPT -e JOB_ID -e JOB_NAME -e BASE_SHA -e BRANCH -e SHA1 -e AWS_DEFAULT_REGION -e IN_WHEEL_TEST -e SHARD_NUMBER -e TEST_CONFIG -e NUM_TEST_SHARDS -e REENABLED_ISSUES -e CONTINUE_THROUGH_ERROR -e VERBOSE_TEST_LOGS -e TEST_SHOWLOCALS -e NO_TEST_TIMEOUT -e NO_TD -e TD_DISTRIBUTED -e PR_LABELS -e MAX_JOBS=14 -e SCCACHE_BUCKET -e SCCACHE_REGION -e XLA_CUDA -e XLA_CLANG_CACHE_S3_BUCKET_NAME -e PYTORCH_TEST_CUDA_MEM_LEAK_CHECK -e PYTORCH_TEST_RERUN_DISABLED_TESTS -e SKIP_SCCACHE_INITIALIZATION=1 -e HUGGING_FACE_HUB_TOKEN -e VLLM_TEST_HUGGING_FACE_TOKEN -e SCRIBE_GRAPHQL_ACCESS_TOKEN -e DASHBOARD_TAG -e ARTIFACTS_FILE_SUFFIX --memory=59g --memory-swap=62g --env-file=/tmp/github_env_17524754564 --security-opt seccomp=unconfined --cap-add=SYS_PTRACE --ipc=host --shm-size=2g --tty --detach --name= --user jenkins -v /home/ec2-user/actions-runner/_work/pytorch/pytorch:/var/lib/jenkins/workspace -w /var/lib/jenkins/workspace 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-ae53c6842aa4c2407d0ad976491ca941c2635c77 2025-09-07T07:07:41.1867914Z + container_name=588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T07:07:41.1869359Z + grep download.pytorch.org /etc/hosts 2025-09-07T07:07:41.1871446Z + docker exec -i 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e sudo bash -c '/bin/cat >> /etc/hosts' 2025-09-07T07:07:41.2971363Z + echo DOCKER_CONTAINER_ID=588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T07:07:41.2972070Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *\s\3\9\0\x* ]] 2025-09-07T07:07:41.2975204Z ++ echo dist/torch-2.9.0a0+git93fb23d-cp310-cp310-linux_x86_64.whl 2025-09-07T07:07:41.2977810Z + docker exec -t 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e sh -c 'python3 -m pip install dist/torch-2.9.0a0+git93fb23d-cp310-cp310-linux_x86_64.whl[opt-einsum] && .ci/pytorch/test.sh' 2025-09-07T07:07:41.6295673Z Processing ./dist/torch-2.9.0a0+git93fb23d-cp310-cp310-linux_x86_64.whl (from torch==2.9.0a0+git93fb23d) 2025-09-07T07:07:41.9494519Z Requirement already satisfied: filelock in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.9.0a0+git93fb23d->torch==2.9.0a0+git93fb23d) (3.19.1) 2025-09-07T07:07:41.9497596Z Requirement already satisfied: typing-extensions>=4.10.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.9.0a0+git93fb23d->torch==2.9.0a0+git93fb23d) (4.15.0) 2025-09-07T07:07:41.9501092Z Requirement already satisfied: sympy>=1.13.3 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.9.0a0+git93fb23d->torch==2.9.0a0+git93fb23d) (1.13.3) 2025-09-07T07:07:41.9504831Z Requirement already satisfied: networkx>=2.5.1 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.9.0a0+git93fb23d->torch==2.9.0a0+git93fb23d) (2.8.8) 2025-09-07T07:07:41.9507921Z Requirement already satisfied: jinja2 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.9.0a0+git93fb23d->torch==2.9.0a0+git93fb23d) (3.1.6) 2025-09-07T07:07:41.9512131Z Requirement already satisfied: fsspec>=0.8.5 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.9.0a0+git93fb23d->torch==2.9.0a0+git93fb23d) (2025.7.0) 2025-09-07T07:07:41.9523700Z Requirement already satisfied: opt-einsum>=3.3 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.9.0a0+git93fb23d->torch==2.9.0a0+git93fb23d) (3.3.0) 2025-09-07T07:07:41.9845281Z Requirement already satisfied: numpy>=1.7 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from opt-einsum>=3.3->torch==2.9.0a0+git93fb23d->torch==2.9.0a0+git93fb23d) (1.22.4) 2025-09-07T07:07:41.9862230Z Requirement already satisfied: mpmath<1.4,>=1.1.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from sympy>=1.13.3->torch==2.9.0a0+git93fb23d->torch==2.9.0a0+git93fb23d) (1.3.0) 2025-09-07T07:07:41.9894183Z Requirement already satisfied: MarkupSafe>=2.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from jinja2->torch==2.9.0a0+git93fb23d->torch==2.9.0a0+git93fb23d) (3.0.2) 2025-09-07T07:07:42.3012188Z Installing collected packages: torch 2025-09-07T07:07:51.9904808Z Successfully installed torch-2.9.0a0+git93fb23d 2025-09-07T07:07:52.0407158Z + export TERM=vt100 2025-09-07T07:07:52.0407533Z + TERM=vt100 2025-09-07T07:07:52.0409200Z ++ dirname .ci/pytorch/test.sh 2025-09-07T07:07:52.0419189Z + source .ci/pytorch/common.sh 2025-09-07T07:07:52.0422004Z +++ dirname .ci/pytorch/common.sh 2025-09-07T07:07:52.0429895Z ++ source .ci/pytorch/common_utils.sh 2025-09-07T07:07:52.0430923Z +++ declare -f -t trap_add 2025-09-07T07:07:52.0434975Z ++ set -ex -o pipefail 2025-09-07T07:07:52.0435450Z ++ [[ linux-jammy-cuda12.8-py3.10-gcc11 == *rocm* ]] 2025-09-07T07:07:52.0435962Z ++ BUILD_TEST_LIBTORCH=0 2025-09-07T07:07:52.0438230Z ++ dirname .ci/pytorch/test.sh 2025-09-07T07:07:52.0445479Z + source .ci/pytorch/common-build.sh 2025-09-07T07:07:52.0446774Z ++ [[ linux-jammy-cuda12.8-py3.10-gcc11 != *win-* ]] 2025-09-07T07:07:52.0452158Z ++++ dirname .ci/pytorch/common-build.sh 2025-09-07T07:07:52.0459500Z +++ cd .ci/pytorch 2025-09-07T07:07:52.0459845Z +++ pwd -P 2025-09-07T07:07:52.0461938Z ++ script_dir=/var/lib/jenkins/workspace/.ci/pytorch 2025-09-07T07:07:52.0462554Z ++ [[ linux-jammy-cuda12.8-py3.10-gcc11 == *-pch* ]] 2025-09-07T07:07:52.0462995Z ++ which sccache 2025-09-07T07:07:52.0474219Z ++ [[ -z ossci-compiler-cache-circleci-v2 ]] 2025-09-07T07:07:52.0474739Z ++ sccache --stop-server 2025-09-07T07:07:52.0498838Z ++ true 2025-09-07T07:07:52.0499197Z ++ rm -f /var/lib/jenkins/sccache_error.log 2025-09-07T07:07:52.0509468Z ++ trap_add sccache_epilogue EXIT 2025-09-07T07:07:52.0510059Z ++ trap_add_cmd=sccache_epilogue 2025-09-07T07:07:52.0510381Z ++ shift 2025-09-07T07:07:52.0510592Z ++ for trap_add_name in "$@" 2025-09-07T07:07:52.0515311Z ++++ trap -p EXIT 2025-09-07T07:07:52.0518278Z +++ eval 'extract_trap_cmd ' 2025-09-07T07:07:52.0518651Z ++++ extract_trap_cmd 2025-09-07T07:07:52.0518959Z ++++ printf '%s\n' '' 2025-09-07T07:07:52.0519284Z +++ printf '%s\n' sccache_epilogue 2025-09-07T07:07:52.0521157Z ++ trap -- ' 2025-09-07T07:07:52.0521451Z sccache_epilogue' EXIT 2025-09-07T07:07:52.0522028Z ++ [[ -n 1 ]] 2025-09-07T07:07:52.0522518Z ++ echo 'Skipping sccache server initialization, setting environment variables' 2025-09-07T07:07:52.0523271Z Skipping sccache server initialization, setting environment variables 2025-09-07T07:07:52.0523815Z ++ export SCCACHE_IDLE_TIMEOUT=0 2025-09-07T07:07:52.0524178Z ++ SCCACHE_IDLE_TIMEOUT=0 2025-09-07T07:07:52.0524614Z ++ export SCCACHE_ERROR_LOG=/var/lib/jenkins/sccache_error.log 2025-09-07T07:07:52.0525165Z ++ SCCACHE_ERROR_LOG=/var/lib/jenkins/sccache_error.log 2025-09-07T07:07:52.0525667Z ++ export RUST_LOG=sccache::server=error 2025-09-07T07:07:52.0526174Z ++ RUST_LOG=sccache::server=error 2025-09-07T07:07:52.0526549Z ++ sccache --zero-stats 2025-09-07T07:07:52.1589054Z Statistics zeroed. 2025-09-07T07:07:52.1594131Z ++ which ccache 2025-09-07T07:07:52.1606225Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 != *rocm* ]] 2025-09-07T07:07:52.1606549Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 != *s390x* ]] 2025-09-07T07:07:52.1606835Z + [[ -d /var/lib/jenkins/workspace ]] 2025-09-07T07:07:52.1609263Z ++ stat -c %u /var/lib/jenkins/workspace 2025-09-07T07:07:52.1623747Z + WORKSPACE_ORIGINAL_OWNER_ID=1000 2025-09-07T07:07:52.1624149Z + trap_add cleanup_workspace EXIT 2025-09-07T07:07:52.1624504Z + trap_add_cmd=cleanup_workspace 2025-09-07T07:07:52.1624751Z + shift 2025-09-07T07:07:52.1625010Z + for trap_add_name in "$@" 2025-09-07T07:07:52.1629798Z +++ trap -p EXIT 2025-09-07T07:07:52.1632403Z ++ eval 'extract_trap_cmd trap -- '\'' 2025-09-07T07:07:52.1632783Z sccache_epilogue'\'' EXIT' 2025-09-07T07:07:52.1633007Z +++ extract_trap_cmd trap -- ' 2025-09-07T07:07:52.1633204Z sccache_epilogue' EXIT 2025-09-07T07:07:52.1633380Z +++ printf '%s\n' ' 2025-09-07T07:07:52.1633653Z sccache_epilogue' 2025-09-07T07:07:52.1633877Z ++ printf '%s\n' cleanup_workspace 2025-09-07T07:07:52.1635185Z + trap -- ' 2025-09-07T07:07:52.1635423Z sccache_epilogue 2025-09-07T07:07:52.1635654Z cleanup_workspace' EXIT 2025-09-07T07:07:52.1635955Z + sudo chown -R jenkins /var/lib/jenkins/workspace 2025-09-07T07:07:52.9556154Z + git config --global --add safe.directory /var/lib/jenkins/workspace 2025-09-07T07:07:52.9574616Z + echo 'Environment variables:' 2025-09-07T07:07:52.9574936Z Environment variables: 2025-09-07T07:07:52.9575163Z + env 2025-09-07T07:07:52.9583682Z GITHUB_WORKSPACE=/home/ec2-user/actions-runner/_work/pytorch/pytorch 2025-09-07T07:07:52.9584224Z CONTINUE_THROUGH_ERROR=True 2025-09-07T07:07:52.9584475Z BUILD_ENVIRONMENT=linux-jammy-cuda12.8-py3.10-gcc11 2025-09-07T07:07:52.9584948Z VLLM_TEST_HUGGING_FACE_TOKEN=*** 2025-09-07T07:07:52.9585168Z HOSTNAME=588444027cc4 2025-09-07T07:07:52.9585591Z GITHUB_PATH=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/add_path_0fe8daee-a07f-47a8-9e2b-67cf32abd988 2025-09-07T07:07:52.9586070Z GITHUB_ACTION=__run_2 2025-09-07T07:07:52.9586275Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=0 2025-09-07T07:07:52.9586489Z GITHUB_RUN_NUMBER=143911 2025-09-07T07:07:52.9586674Z TEST_CONFIG=default 2025-09-07T07:07:52.9586852Z GITHUB_REPOSITORY_OWNER_ID=21003710 2025-09-07T07:07:52.9587111Z TORCH_NVCC_FLAGS=-Xfatbin -compress-all 2025-09-07T07:07:52.9587337Z SCCACHE_IDLE_TIMEOUT=0 2025-09-07T07:07:52.9587614Z SCRIBE_GRAPHQL_ACCESS_TOKEN=*** 2025-09-07T07:07:52.9588126Z GITHUB_TRIGGERING_ACTOR=pytorchmergebot 2025-09-07T07:07:52.9588548Z GITHUB_REF_TYPE=branch 2025-09-07T07:07:52.9588824Z BASE_SHA=93fb23d6fae7c4e82c4239a1033e522088742634 2025-09-07T07:07:52.9589218Z XLA_CUDA= 2025-09-07T07:07:52.9589390Z NCCL_LIB_DIR=/usr/local/cuda/lib64/ 2025-09-07T07:07:52.9589703Z HUGGING_FACE_HUB_TOKEN=*** 2025-09-07T07:07:52.9591422Z *** 2025-09-07T07:07:52.9591612Z GITHUB_REPOSITORY_ID=65600975 2025-09-07T07:07:52.9591828Z GITHUB_ACTIONS=true 2025-09-07T07:07:52.9592026Z NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T07:07:52.9592286Z SCCACHE_ERROR_LOG=/var/lib/jenkins/sccache_error.log 2025-09-07T07:07:52.9592570Z SHA1=93fb23d6fae7c4e82c4239a1033e522088742634 2025-09-07T07:07:52.9592830Z GITHUB_SHA=93fb23d6fae7c4e82c4239a1033e522088742634 2025-09-07T07:07:52.9593408Z GITHUB_WORKFLOW_REF=pytorch/pytorch/.github/workflows/trunk.yml@refs/heads/main 2025-09-07T07:07:52.9593747Z UCC_HOME=/usr 2025-09-07T07:07:52.9593922Z VERBOSE_TEST_LOGS=False 2025-09-07T07:07:52.9594112Z GITHUB_REF=refs/heads/main 2025-09-07T07:07:52.9594299Z SHARD_NUMBER=4 2025-09-07T07:07:52.9594473Z GITHUB_REF_PROTECTED=true 2025-09-07T07:07:52.9594665Z HOME=/var/lib/jenkins 2025-09-07T07:07:52.9594866Z GITHUB_API_URL=https://api.github.com 2025-09-07T07:07:52.9595120Z PYTORCH_TEST_RERUN_DISABLED_TESTS=0 2025-09-07T07:07:52.9595366Z UCX_COMMIT=7836b165abdbe468a2f607e7254011c07d788152 2025-09-07T07:07:52.9595604Z USE_SYSTEM_NCCL=1 2025-09-07T07:07:52.9595760Z NUM_TEST_SHARDS=5 2025-09-07T07:07:52.9595914Z UCX_HOME=/usr 2025-09-07T07:07:52.9596328Z GITHUB_STATE=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/save_state_0fe8daee-a07f-47a8-9e2b-67cf32abd988 2025-09-07T07:07:52.9597001Z JOB_NAME=linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 4, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu) 2025-09-07T07:07:52.9597636Z GITHUB_ENV=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/set_env_0fe8daee-a07f-47a8-9e2b-67cf32abd988 2025-09-07T07:07:52.9598227Z GITHUB_EVENT_PATH=/home/ec2-user/actions-runner/_work/_temp/_github_workflow/event.json 2025-09-07T07:07:52.9598578Z GITHUB_EVENT_NAME=push 2025-09-07T07:07:52.9598795Z DASHBOARD_TAG= 2025-09-07T07:07:52.9599073Z GITHUB_RUN_ID=17524754564 2025-09-07T07:07:52.9599383Z INSTALLED_OPENBLAS= 2025-09-07T07:07:52.9600114Z GITHUB_STEP_SUMMARY=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/step_summary_0fe8daee-a07f-47a8-9e2b-67cf32abd988 2025-09-07T07:07:52.9600870Z GITHUB_ACTOR=pytorchmergebot 2025-09-07T07:07:52.9601067Z PR_NUMBER= 2025-09-07T07:07:52.9601224Z DESIRED_CUDA=12.8.1 2025-09-07T07:07:52.9601392Z GITHUB_RUN_ATTEMPT=1 2025-09-07T07:07:52.9601572Z ANACONDA_PYTHON_VERSION=3.10 2025-09-07T07:07:52.9601801Z GITHUB_GRAPHQL_URL=https://api.github.com/graphql 2025-09-07T07:07:52.9602062Z TERM=vt100 2025-09-07T07:07:52.9602221Z INSTALLED_VISION=yes 2025-09-07T07:07:52.9602388Z BRANCH=main 2025-09-07T07:07:52.9602538Z SCCACHE_REGION=us-east-1 2025-09-07T07:07:52.9602748Z OPENSSL_ROOT_DIR=/opt/openssl 2025-09-07T07:07:52.9602960Z CUDA_PATH=/usr/local/cuda 2025-09-07T07:07:52.9603337Z GITHUB_ACTION_PATH=/home/ec2-user/actions-runner/_work/pytorch/pytorch/./.github/actions/setup-linux 2025-09-07T07:07:52.9603768Z GITHUB_SERVER_URL=https://github.com 2025-09-07T07:07:52.9604023Z UCC_COMMIT=430e241bf5d38cbc73fc7a6b89155397232e3f96 2025-09-07T07:07:52.9604259Z REENABLED_ISSUES= 2025-09-07T07:07:52.9604420Z DOCS= 2025-09-07T07:07:52.9604570Z SHLVL=1 2025-09-07T07:07:52.9604719Z MAX_JOBS=14 2025-09-07T07:07:52.9604873Z GITHUB_ACTOR_ID=97764156 2025-09-07T07:07:52.9605123Z GITHUB_WORKFLOW_SHA=93fb23d6fae7c4e82c4239a1033e522088742634 2025-09-07T07:07:52.9605395Z GITHUB_REF_NAME=main 2025-09-07T07:07:52.9605662Z XLA_CLANG_CACHE_S3_BUCKET_NAME=ossci-compiler-clang-cache-circleci-xla 2025-09-07T07:07:52.9606111Z GITHUB_JOB=test 2025-09-07T07:07:52.9606286Z NO_TEST_TIMEOUT=False 2025-09-07T07:07:52.9606460Z TD_DISTRIBUTED=False 2025-09-07T07:07:52.9606643Z GITHUB_REPOSITORY=pytorch/pytorch 2025-09-07T07:07:52.9606962Z GITHUB_RETENTION_DAYS=90 2025-09-07T07:07:52.9607173Z OPENSSL_DIR=/opt/openssl 2025-09-07T07:07:52.9607368Z GITHUB_ACTION_REPOSITORY= 2025-09-07T07:07:52.9607909Z PATH=/opt/cache/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/opt/conda/envs/py_3.10/bin:/opt/conda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin 2025-09-07T07:07:52.9608452Z GITHUB_BASE_REF= 2025-09-07T07:07:52.9608620Z INSTALLED_ACL= 2025-09-07T07:07:52.9608984Z ARTIFACTS_FILE_SUFFIX=test-default-4-5-lf.linux.g6.4xlarge.experimental.nvidia.gpu_49774733803 2025-09-07T07:07:52.9609377Z CI=true 2025-09-07T07:07:52.9609537Z GITHUB_REPOSITORY_OWNER=pytorch 2025-09-07T07:07:52.9609768Z RUST_LOG=sccache::server=error 2025-09-07T07:07:52.9610232Z JOB_ID=49774733803 2025-09-07T07:07:52.9610399Z GITHUB_HEAD_REF= 2025-09-07T07:07:52.9610554Z GITHUB_ACTION_REF= 2025-09-07T07:07:52.9610922Z SCCACHE_BUCKET=ossci-compiler-cache-circleci-v2 2025-09-07T07:07:52.9611185Z TEST_SHOWLOCALS=False 2025-09-07T07:07:52.9611373Z GITHUB_WORKFLOW=trunk 2025-09-07T07:07:52.9611566Z DEBIAN_FRONTEND=noninteractive 2025-09-07T07:07:52.9612021Z GITHUB_OUTPUT=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/set_output_0fe8daee-a07f-47a8-9e2b-67cf32abd988 2025-09-07T07:07:52.9612481Z NO_TD=False 2025-09-07T07:07:52.9612650Z SKIP_SCCACHE_INITIALIZATION=1 2025-09-07T07:07:52.9612868Z NCCL_INCLUDE_DIR=/usr/local/cuda/include/ 2025-09-07T07:07:52.9613078Z _=/usr/bin/env 2025-09-07T07:07:52.9613317Z ++ python -c 'import site; print(site.getsitepackages()[0])' 2025-09-07T07:07:52.9704313Z + TORCH_INSTALL_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch 2025-09-07T07:07:52.9705218Z + TORCH_BIN_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/bin 2025-09-07T07:07:52.9705869Z + TORCH_LIB_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib 2025-09-07T07:07:52.9706447Z + TORCH_TEST_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/test 2025-09-07T07:07:52.9706970Z + BUILD_DIR=build 2025-09-07T07:07:52.9707203Z + BUILD_RENAMED_DIR=build_renamed 2025-09-07T07:07:52.9707527Z + BUILD_BIN_DIR=build/bin 2025-09-07T07:07:52.9707819Z + SHARD_NUMBER=4 2025-09-07T07:07:52.9708026Z + NUM_TEST_SHARDS=5 2025-09-07T07:07:52.9708284Z + export TORCH_SERIALIZATION_DEBUG=1 2025-09-07T07:07:52.9708598Z + TORCH_SERIALIZATION_DEBUG=1 2025-09-07T07:07:52.9708795Z + export VALGRIND=ON 2025-09-07T07:07:52.9708970Z + VALGRIND=ON 2025-09-07T07:07:52.9709235Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *clang9* ]] 2025-09-07T07:07:52.9709551Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *xpu* ]] 2025-09-07T07:07:52.9710027Z + detect_cuda_arch 2025-09-07T07:07:52.9710303Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *cuda* ]] 2025-09-07T07:07:52.9710572Z + command -v nvidia-smi 2025-09-07T07:07:52.9710769Z /usr/bin/nvidia-smi 2025-09-07T07:07:52.9714180Z ++ nvidia-smi --query-gpu=compute_cap --format=csv 2025-09-07T07:07:52.9714713Z ++ tail -n 1 2025-09-07T07:07:52.9905888Z + TORCH_CUDA_ARCH_LIST=8.9 2025-09-07T07:07:52.9906216Z + export TORCH_CUDA_ARCH_LIST 2025-09-07T07:07:52.9906534Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *s390x* ]] 2025-09-07T07:07:52.9906855Z + [[ 0 == \1 ]] 2025-09-07T07:07:52.9907054Z + [[ True == \1 ]] 2025-09-07T07:07:52.9907324Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 != *bazel* ]] 2025-09-07T07:07:52.9911034Z ++ realpath build/custom_test_artifacts 2025-09-07T07:07:52.9920453Z + CUSTOM_TEST_ARTIFACT_BUILD_DIR=/var/lib/jenkins/workspace/build/custom_test_artifacts 2025-09-07T07:07:52.9920904Z + [[ -n '' ]] 2025-09-07T07:07:52.9921124Z + echo 'Environment variables' 2025-09-07T07:07:52.9921378Z Environment variables 2025-09-07T07:07:52.9921591Z + env 2025-09-07T07:07:52.9927703Z GITHUB_WORKSPACE=/home/ec2-user/actions-runner/_work/pytorch/pytorch 2025-09-07T07:07:52.9928423Z CONTINUE_THROUGH_ERROR=True 2025-09-07T07:07:52.9928830Z BUILD_ENVIRONMENT=linux-jammy-cuda12.8-py3.10-gcc11 2025-09-07T07:07:52.9929475Z VLLM_TEST_HUGGING_FACE_TOKEN=*** 2025-09-07T07:07:52.9929788Z HOSTNAME=588444027cc4 2025-09-07T07:07:52.9930477Z GITHUB_PATH=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/add_path_0fe8daee-a07f-47a8-9e2b-67cf32abd988 2025-09-07T07:07:52.9931233Z GITHUB_ACTION=__run_2 2025-09-07T07:07:52.9931437Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=0 2025-09-07T07:07:52.9931650Z GITHUB_RUN_NUMBER=143911 2025-09-07T07:07:52.9931901Z TEST_CONFIG=default 2025-09-07T07:07:52.9932124Z GITHUB_REPOSITORY_OWNER_ID=21003710 2025-09-07T07:07:52.9932363Z TORCH_NVCC_FLAGS=-Xfatbin -compress-all 2025-09-07T07:07:52.9932584Z SCCACHE_IDLE_TIMEOUT=0 2025-09-07T07:07:52.9932892Z SCRIBE_GRAPHQL_ACCESS_TOKEN=*** 2025-09-07T07:07:52.9933117Z GITHUB_TRIGGERING_ACTOR=pytorchmergebot 2025-09-07T07:07:52.9933338Z GITHUB_REF_TYPE=branch 2025-09-07T07:07:52.9933509Z TORCH_CUDA_ARCH_LIST=8.9 2025-09-07T07:07:52.9933724Z BASE_SHA=93fb23d6fae7c4e82c4239a1033e522088742634 2025-09-07T07:07:52.9934131Z XLA_CUDA= 2025-09-07T07:07:52.9934298Z NCCL_LIB_DIR=/usr/local/cuda/lib64/ 2025-09-07T07:07:52.9934936Z HUGGING_FACE_HUB_TOKEN=*** 2025-09-07T07:07:52.9935417Z *** 2025-09-07T07:07:52.9935657Z GITHUB_REPOSITORY_ID=65600975 2025-09-07T07:07:52.9936013Z GITHUB_ACTIONS=true 2025-09-07T07:07:52.9936318Z NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T07:07:52.9936747Z SCCACHE_ERROR_LOG=/var/lib/jenkins/sccache_error.log 2025-09-07T07:07:52.9937162Z SHA1=93fb23d6fae7c4e82c4239a1033e522088742634 2025-09-07T07:07:52.9937528Z GITHUB_SHA=93fb23d6fae7c4e82c4239a1033e522088742634 2025-09-07T07:07:52.9937936Z GITHUB_WORKFLOW_REF=pytorch/pytorch/.github/workflows/trunk.yml@refs/heads/main 2025-09-07T07:07:52.9938368Z UCC_HOME=/usr 2025-09-07T07:07:52.9938540Z TORCH_SERIALIZATION_DEBUG=1 2025-09-07T07:07:52.9938734Z VERBOSE_TEST_LOGS=False 2025-09-07T07:07:52.9938917Z GITHUB_REF=refs/heads/main 2025-09-07T07:07:52.9939092Z SHARD_NUMBER=4 2025-09-07T07:07:52.9939258Z GITHUB_REF_PROTECTED=true 2025-09-07T07:07:52.9939460Z HOME=/var/lib/jenkins 2025-09-07T07:07:52.9939662Z GITHUB_API_URL=https://api.github.com 2025-09-07T07:07:52.9939896Z PYTORCH_TEST_RERUN_DISABLED_TESTS=0 2025-09-07T07:07:52.9940144Z UCX_COMMIT=7836b165abdbe468a2f607e7254011c07d788152 2025-09-07T07:07:52.9940389Z USE_SYSTEM_NCCL=1 2025-09-07T07:07:52.9940554Z NUM_TEST_SHARDS=5 2025-09-07T07:07:52.9940701Z UCX_HOME=/usr 2025-09-07T07:07:52.9941107Z GITHUB_STATE=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/save_state_0fe8daee-a07f-47a8-9e2b-67cf32abd988 2025-09-07T07:07:52.9941778Z JOB_NAME=linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 4, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu) 2025-09-07T07:07:52.9942423Z GITHUB_ENV=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/set_env_0fe8daee-a07f-47a8-9e2b-67cf32abd988 2025-09-07T07:07:52.9942990Z GITHUB_EVENT_PATH=/home/ec2-user/actions-runner/_work/_temp/_github_workflow/event.json 2025-09-07T07:07:52.9943334Z GITHUB_EVENT_NAME=push 2025-09-07T07:07:52.9943521Z DASHBOARD_TAG= 2025-09-07T07:07:52.9943685Z GITHUB_RUN_ID=17524754564 2025-09-07T07:07:52.9943868Z INSTALLED_OPENBLAS= 2025-09-07T07:07:52.9944300Z GITHUB_STEP_SUMMARY=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/step_summary_0fe8daee-a07f-47a8-9e2b-67cf32abd988 2025-09-07T07:07:52.9944778Z GITHUB_ACTOR=pytorchmergebot 2025-09-07T07:07:52.9944968Z PR_NUMBER= 2025-09-07T07:07:52.9945118Z DESIRED_CUDA=12.8.1 2025-09-07T07:07:52.9945283Z GITHUB_RUN_ATTEMPT=1 2025-09-07T07:07:52.9945459Z VALGRIND=ON 2025-09-07T07:07:52.9945620Z ANACONDA_PYTHON_VERSION=3.10 2025-09-07T07:07:52.9945855Z GITHUB_GRAPHQL_URL=https://api.github.com/graphql 2025-09-07T07:07:52.9946089Z TERM=vt100 2025-09-07T07:07:52.9946238Z INSTALLED_VISION=yes 2025-09-07T07:07:52.9946404Z BRANCH=main 2025-09-07T07:07:52.9946573Z SCCACHE_REGION=us-east-1 2025-09-07T07:07:52.9946764Z OPENSSL_ROOT_DIR=/opt/openssl 2025-09-07T07:07:52.9946966Z CUDA_PATH=/usr/local/cuda 2025-09-07T07:07:52.9947340Z GITHUB_ACTION_PATH=/home/ec2-user/actions-runner/_work/pytorch/pytorch/./.github/actions/setup-linux 2025-09-07T07:07:52.9947780Z GITHUB_SERVER_URL=https://github.com 2025-09-07T07:07:52.9948142Z UCC_COMMIT=430e241bf5d38cbc73fc7a6b89155397232e3f96 2025-09-07T07:07:52.9948400Z REENABLED_ISSUES= 2025-09-07T07:07:52.9948559Z DOCS= 2025-09-07T07:07:52.9948702Z SHLVL=1 2025-09-07T07:07:52.9948838Z MAX_JOBS=14 2025-09-07T07:07:52.9948998Z GITHUB_ACTOR_ID=97764156 2025-09-07T07:07:52.9949242Z GITHUB_WORKFLOW_SHA=93fb23d6fae7c4e82c4239a1033e522088742634 2025-09-07T07:07:52.9949509Z GITHUB_REF_NAME=main 2025-09-07T07:07:52.9949774Z XLA_CLANG_CACHE_S3_BUCKET_NAME=ossci-compiler-clang-cache-circleci-xla 2025-09-07T07:07:52.9950080Z GITHUB_JOB=test 2025-09-07T07:07:52.9950242Z NO_TEST_TIMEOUT=False 2025-09-07T07:07:52.9950412Z TD_DISTRIBUTED=False 2025-09-07T07:07:52.9950588Z GITHUB_REPOSITORY=pytorch/pytorch 2025-09-07T07:07:52.9950798Z GITHUB_RETENTION_DAYS=90 2025-09-07T07:07:52.9950983Z OPENSSL_DIR=/opt/openssl 2025-09-07T07:07:52.9951243Z GITHUB_ACTION_REPOSITORY= 2025-09-07T07:07:52.9951780Z PATH=/opt/cache/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/opt/conda/envs/py_3.10/bin:/opt/conda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin 2025-09-07T07:07:52.9952345Z GITHUB_BASE_REF= 2025-09-07T07:07:52.9952516Z INSTALLED_ACL= 2025-09-07T07:07:52.9952862Z ARTIFACTS_FILE_SUFFIX=test-default-4-5-lf.linux.g6.4xlarge.experimental.nvidia.gpu_49774733803 2025-09-07T07:07:52.9953236Z CI=true 2025-09-07T07:07:52.9953394Z GITHUB_REPOSITORY_OWNER=pytorch 2025-09-07T07:07:52.9953635Z RUST_LOG=sccache::server=error 2025-09-07T07:07:52.9953822Z JOB_ID=49774733803 2025-09-07T07:07:52.9953975Z GITHUB_HEAD_REF= 2025-09-07T07:07:52.9954133Z GITHUB_ACTION_REF= 2025-09-07T07:07:52.9954338Z SCCACHE_BUCKET=ossci-compiler-cache-circleci-v2 2025-09-07T07:07:52.9954587Z TEST_SHOWLOCALS=False 2025-09-07T07:07:52.9954753Z GITHUB_WORKFLOW=trunk 2025-09-07T07:07:52.9954930Z DEBIAN_FRONTEND=noninteractive 2025-09-07T07:07:52.9955369Z GITHUB_OUTPUT=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/set_output_0fe8daee-a07f-47a8-9e2b-67cf32abd988 2025-09-07T07:07:52.9955827Z NO_TD=False 2025-09-07T07:07:52.9955989Z SKIP_SCCACHE_INITIALIZATION=1 2025-09-07T07:07:52.9956206Z NCCL_INCLUDE_DIR=/usr/local/cuda/include/ 2025-09-07T07:07:52.9956423Z _=/usr/bin/env 2025-09-07T07:07:52.9956584Z + echo 'Testing pytorch' 2025-09-07T07:07:52.9956754Z Testing pytorch 2025-09-07T07:07:52.9956929Z + export LANG=C.UTF-8 2025-09-07T07:07:52.9957094Z + LANG=C.UTF-8 2025-09-07T07:07:52.9957246Z + PR_NUMBER= 2025-09-07T07:07:52.9957401Z + [[ default == \d\e\f\a\u\l\t ]] 2025-09-07T07:07:52.9957610Z + export CUDA_VISIBLE_DEVICES=0 2025-09-07T07:07:52.9957804Z + CUDA_VISIBLE_DEVICES=0 2025-09-07T07:07:52.9957995Z + export HIP_VISIBLE_DEVICES=0 2025-09-07T07:07:52.9958183Z + HIP_VISIBLE_DEVICES=0 2025-09-07T07:07:52.9958381Z + [[ default == \d\i\s\t\r\i\b\u\t\e\d ]] 2025-09-07T07:07:52.9958596Z + [[ default == \s\l\o\w ]] 2025-09-07T07:07:52.9958844Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *slow-gradcheck* ]] 2025-09-07T07:07:52.9959149Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *cuda* ]] 2025-09-07T07:07:52.9959434Z + export PYTORCH_TESTING_DEVICE_ONLY_FOR=cuda 2025-09-07T07:07:52.9959689Z + PYTORCH_TESTING_DEVICE_ONLY_FOR=cuda 2025-09-07T07:07:52.9959911Z + [[ default == *crossref* ]] 2025-09-07T07:07:52.9960124Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *rocm* ]] 2025-09-07T07:07:52.9960394Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *xpu* ]] 2025-09-07T07:07:52.9960672Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 != *-bazel-* ]] 2025-09-07T07:07:52.9960926Z + pip_install ninja==1.10.2 2025-09-07T07:07:52.9961172Z + pip_install_pkg='python3 -m pip install --progress-bar off' 2025-09-07T07:07:52.9961499Z + python3 -m pip install --progress-bar off ninja==1.10.2 2025-09-07T07:07:54.4614864Z Collecting ninja==1.10.2 2025-09-07T07:07:54.4751848Z Downloading ninja-1.10.2-py2.py3-none-manylinux_2_5_x86_64.manylinux1_x86_64.whl.metadata (5.0 kB) 2025-09-07T07:07:54.5067819Z Downloading ninja-1.10.2-py2.py3-none-manylinux_2_5_x86_64.manylinux1_x86_64.whl (108 kB) 2025-09-07T07:07:54.8474351Z Installing collected packages: ninja 2025-09-07T07:07:54.8475138Z Attempting uninstall: ninja 2025-09-07T07:07:54.8480803Z Found existing installation: ninja 1.11.1.3 2025-09-07T07:07:54.8502978Z Uninstalling ninja-1.11.1.3: 2025-09-07T07:07:54.8612467Z Successfully uninstalled ninja-1.11.1.3 2025-09-07T07:07:54.9223121Z Successfully installed ninja-1.10.2 2025-09-07T07:07:54.9661149Z + export PATH=/var/lib/jenkins/.local/bin:/opt/cache/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/opt/conda/envs/py_3.10/bin:/opt/conda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin 2025-09-07T07:07:54.9662619Z + PATH=/var/lib/jenkins/.local/bin:/opt/cache/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/opt/conda/envs/py_3.10/bin:/opt/conda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin 2025-09-07T07:07:54.9663483Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *aarch64* ]] 2025-09-07T07:07:54.9664884Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *asan* ]] 2025-09-07T07:07:54.9665261Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *-debug* ]] 2025-09-07T07:07:54.9665626Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 != *-bazel-* ]] 2025-09-07T07:07:54.9666138Z + echo 'We are not in debug mode: linux-jammy-cuda12.8-py3.10-gcc11. Expect the assertion to pass' 2025-09-07T07:07:54.9666768Z We are not in debug mode: linux-jammy-cuda12.8-py3.10-gcc11. Expect the assertion to pass 2025-09-07T07:07:54.9667195Z + cd test 2025-09-07T07:07:54.9667509Z + python -c 'import torch; torch._C._crash_if_debug_asserts_fail(424242)' 2025-09-07T07:07:56.3472230Z + [[ default == \n\o\g\p\u\_\N\O\_\A\V\X\2 ]] 2025-09-07T07:07:56.3472597Z + [[ default == \n\o\g\p\u\_\A\V\X\5\1\2 ]] 2025-09-07T07:07:56.3472941Z + [[ default == \l\e\g\a\c\y\_\n\v\i\d\i\a\_\d\r\i\v\e\r ]] 2025-09-07T07:07:56.3475398Z + DYNAMO_BENCHMARK_FLAGS=() 2025-09-07T07:07:56.3475734Z + [[ default == *pr_time_benchmarks* ]] 2025-09-07T07:07:56.3476151Z + [[ default == *dynamo_eager* ]] 2025-09-07T07:07:56.3476452Z + [[ default == *aot_eager* ]] 2025-09-07T07:07:56.3476694Z + [[ default == *aot_inductor* ]] 2025-09-07T07:07:56.3476961Z + [[ default == *max_autotune_inductor* ]] 2025-09-07T07:07:56.3477236Z + [[ default == *inductor* ]] 2025-09-07T07:07:56.3477481Z + [[ default == *dynamic* ]] 2025-09-07T07:07:56.3477721Z + [[ default == *cpu* ]] 2025-09-07T07:07:56.3477979Z + DYNAMO_BENCHMARK_FLAGS+=(--device cuda) 2025-09-07T07:07:56.3492760Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *libtorch* ]] 2025-09-07T07:07:56.3493248Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *-bazel-* ]] 2025-09-07T07:07:56.3495475Z + cd test 2025-09-07T07:07:56.3496160Z + python -c 'import torch; print(torch.__config__.show())' 2025-09-07T07:07:57.7462694Z PyTorch built with: 2025-09-07T07:07:57.7462938Z - GCC 11.4 2025-09-07T07:07:57.7463112Z - C++ Version: 201703 2025-09-07T07:07:57.7463525Z - Intel(R) oneAPI Math Kernel Library Version 2024.2-Product Build 20240605 for Intel(R) 64 architecture applications 2025-09-07T07:07:57.7464096Z - Intel(R) MKL-DNN v3.7.1 (Git Hash 8d263e693366ef8db40acc569cc7d8edf644556d) 2025-09-07T07:07:57.7464423Z - OpenMP 201511 (a.k.a. OpenMP 4.5) 2025-09-07T07:07:57.7464679Z - LAPACK is enabled (usually provided by MKL) 2025-09-07T07:07:57.7464925Z - NNPACK is enabled 2025-09-07T07:07:57.7465118Z - CPU capability usage: AVX2 2025-09-07T07:07:57.7465313Z - CUDA Runtime 12.8 2025-09-07T07:07:57.7465669Z - NVCC architecture flags: -gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_89,code=sm_89 2025-09-07T07:07:57.7466042Z - CuDNN 90.8 2025-09-07T07:07:57.7469714Z - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, COMMIT_SHA=93fb23d6fae7c4e82c4239a1033e522088742634, CUDA_VERSION=12.8, CUDNN_VERSION=9.8.0, CXX_COMPILER=/opt/cache/bin/c++, CXX_FLAGS= -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -DNDEBUG -DUSE_KINETO -DLIBKINETO_NOROCTRACER -DLIBKINETO_NOXPUPTI=ON -DUSE_FBGEMM -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -DC10_NODEPRECATED -Wall -Wextra -Werror=return-type -Werror=non-virtual-dtor -Werror=range-loop-construct -Werror=bool-operation -Wnarrowing -Wno-missing-field-initializers -Wno-unknown-pragmas -Wno-unused-parameter -Wno-strict-overflow -Wno-strict-aliasing -Wno-stringop-overflow -Wsuggest-override -Wno-psabi -Wno-error=old-style-cast -faligned-new -Werror -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, FORCE_FALLBACK_CUDA_MPI=1, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, TORCH_VERSION=2.9.0, USE_CUDA=ON, USE_CUDNN=ON, USE_CUSPARSELT=ON, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_GLOO=ON, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, USE_ROCM_KERNEL_ASSERT=OFF, USE_XCCL=OFF, USE_XPU=OFF, 2025-09-07T07:07:57.7473279Z 2025-09-07T07:07:58.0461507Z + cd test 2025-09-07T07:07:58.0461909Z + python -c 'import torch; print(torch.__config__.parallel_info())' 2025-09-07T07:07:59.1560323Z ATen/Parallel: 2025-09-07T07:07:59.1560636Z at::get_num_threads() : 8 2025-09-07T07:07:59.1560920Z at::get_num_interop_threads() : 8 2025-09-07T07:07:59.1561239Z OpenMP 201511 (a.k.a. OpenMP 4.5) 2025-09-07T07:07:59.1561511Z omp_get_max_threads() : 8 2025-09-07T07:07:59.1562010Z Intel(R) oneAPI Math Kernel Library Version 2024.2-Product Build 20240605 for Intel(R) 64 architecture applications 2025-09-07T07:07:59.1562533Z mkl_get_max_threads() : 8 2025-09-07T07:07:59.1562868Z Intel(R) MKL-DNN v3.7.1 (Git Hash 8d263e693366ef8db40acc569cc7d8edf644556d) 2025-09-07T07:07:59.1563275Z std::thread::hardware_concurrency() : 16 2025-09-07T07:07:59.1563530Z Environment variables: 2025-09-07T07:07:59.1563708Z OMP_NUM_THREADS : [not set] 2025-09-07T07:07:59.1563903Z MKL_NUM_THREADS : [not set] 2025-09-07T07:07:59.1564107Z ATen parallel backend: OpenMP 2025-09-07T07:07:59.1564234Z 2025-09-07T07:07:59.3808980Z + [[ default == *numpy_2* ]] 2025-09-07T07:07:59.3809368Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *aarch64* ]] 2025-09-07T07:07:59.3809736Z + [[ default == *backward* ]] 2025-09-07T07:07:59.3810297Z + [[ default == *xla* ]] 2025-09-07T07:07:59.3810527Z + [[ default == *vllm* ]] 2025-09-07T07:07:59.3810764Z + [[ default == *executorch* ]] 2025-09-07T07:07:59.3811016Z + [[ default == \j\i\t\_\l\e\g\a\c\y ]] 2025-09-07T07:07:59.3811332Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *libtorch* ]] 2025-09-07T07:07:59.3811648Z + [[ default == distributed ]] 2025-09-07T07:07:59.3811892Z + [[ default == *operator_benchmark* ]] 2025-09-07T07:07:59.3812168Z + [[ default == *inductor_distributed* ]] 2025-09-07T07:07:59.3812445Z + [[ default == *inductor-halide* ]] 2025-09-07T07:07:59.3812722Z + [[ default == *inductor-triton-cpu* ]] 2025-09-07T07:07:59.3813127Z + [[ default == *inductor-micro-benchmark* ]] 2025-09-07T07:07:59.3813552Z + [[ default == *huggingface* ]] 2025-09-07T07:07:59.3813863Z + [[ default == *timm* ]] 2025-09-07T07:07:59.3814049Z + [[ default == cachebench ]] 2025-09-07T07:07:59.3814243Z + [[ default == verify_cachebench ]] 2025-09-07T07:07:59.3814563Z + [[ default == *torchbench* ]] 2025-09-07T07:07:59.3814790Z + [[ default == *inductor_cpp_wrapper* ]] 2025-09-07T07:07:59.3815031Z + [[ default == *inductor* ]] 2025-09-07T07:07:59.3815228Z + [[ default == *einops* ]] 2025-09-07T07:07:59.3815419Z + [[ default == *dynamo_wrapped* ]] 2025-09-07T07:07:59.3815664Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *rocm* ]] 2025-09-07T07:07:59.3815906Z + [[ 4 == 1 ]] 2025-09-07T07:07:59.3816058Z + [[ 4 == 2 ]] 2025-09-07T07:07:59.3816206Z + [[ 4 -gt 2 ]] 2025-09-07T07:07:59.3816367Z + install_torchvision 2025-09-07T07:07:59.3816548Z + local orig_preload 2025-09-07T07:07:59.3816711Z + local commit 2025-09-07T07:07:59.3816887Z ++ get_pinned_commit vision 2025-09-07T07:07:59.3817095Z ++ cat .github/ci_commit_pins/vision.txt 2025-09-07T07:07:59.3827695Z + commit=966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-09-07T07:07:59.3828059Z + orig_preload= 2025-09-07T07:07:59.3828345Z + '[' -n '' ']' 2025-09-07T07:07:59.3828639Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *cuda* ]] 2025-09-07T07:07:59.3828954Z + export FORCE_CUDA=1 2025-09-07T07:07:59.3829172Z + FORCE_CUDA=1 2025-09-07T07:07:59.3829362Z + export WITH_CUDA=1 2025-09-07T07:07:59.3829928Z + WITH_CUDA=1 2025-09-07T07:07:59.3830484Z + pip_build_and_install git+https://github.com/pytorch/vision.git@966da7e46f65d6d49df3e31214470a4fe5cc8e66 dist/vision 2025-09-07T07:07:59.3831284Z + local build_target=git+https://github.com/pytorch/vision.git@966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-09-07T07:07:59.3831780Z + local wheel_dir=dist/vision 2025-09-07T07:07:59.3832029Z + local found_whl=0 2025-09-07T07:07:59.3832259Z + for file in "${wheel_dir}"/*.whl 2025-09-07T07:07:59.3832525Z + [[ -f dist/vision/*.whl ]] 2025-09-07T07:07:59.3832744Z + '[' 0 == 0 ']' 2025-09-07T07:07:59.3833387Z + python3 -m pip wheel --no-build-isolation --no-deps --no-use-pep517 -w dist/vision git+https://github.com/pytorch/vision.git@966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-09-07T07:07:59.6676094Z Collecting git+https://github.com/pytorch/vision.git@966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-09-07T07:07:59.6679987Z Cloning https://github.com/pytorch/vision.git (to revision 966da7e46f65d6d49df3e31214470a4fe5cc8e66) to /tmp/pip-req-build-ohdlci9d 2025-09-07T07:07:59.6706645Z Running command git clone --filter=blob:none --quiet https://github.com/pytorch/vision.git /tmp/pip-req-build-ohdlci9d 2025-09-07T07:08:01.0554913Z Running command git rev-parse -q --verify 'sha^966da7e46f65d6d49df3e31214470a4fe5cc8e66' 2025-09-07T07:08:01.0578696Z Running command git fetch -q https://github.com/pytorch/vision.git 966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-09-07T07:08:01.1729824Z Running command git checkout -q 966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-09-07T07:08:01.4238694Z Resolved https://github.com/pytorch/vision.git to commit 966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-09-07T07:08:03.1761472Z Preparing metadata (setup.py) ... [?25l- \ done 2025-09-07T07:08:03.1797730Z [?25hBuilding wheels for collected packages: torchvision 2025-09-07T07:08:03.1861263Z  DEPRECATION: Building 'torchvision' using the legacy setup.py bdist_wheel mechanism, which will be removed in a future version. pip 25.3 will enforce this behaviour change. A possible replacement is to use the standardized build interface by setting the `--use-pep517` option, (possibly combined with `--no-build-isolation`), or adding a `pyproject.toml` file to the source tree of 'torchvision'. Discussion can be found at https://github.com/pypa/pip/issues/6334 2025-09-07T07:09:14.1943695Z  Building wheel for torchvision (setup.py) ... [?25l- \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / done 2025-09-07T07:09:14.1970697Z [?25h Created wheel for torchvision: filename=torchvision-0.22.0a0+966da7e-cp310-cp310-linux_x86_64.whl size=1786228 sha256=2703db1a47856de12eb25a186af1d2b8c975b117dff223ae1246239a5166cadf 2025-09-07T07:09:14.1973137Z Stored in directory: /var/lib/jenkins/.cache/pip/wheels/9c/9d/3e/42fa2d5ac6ba44a90363f8fff0fa9e712e24d4f977637c81cb 2025-09-07T07:09:14.2004258Z Successfully built torchvision 2025-09-07T07:09:14.2933376Z + for file in "${wheel_dir}"/*.whl 2025-09-07T07:09:14.2934122Z + pip_install_whl dist/vision/torchvision-0.22.0a0+966da7e-cp310-cp310-linux_x86_64.whl 2025-09-07T07:09:14.2934884Z + args=('dist/vision/torchvision-0.22.0a0+966da7e-cp310-cp310-linux_x86_64.whl') 2025-09-07T07:09:14.2935436Z + local args 2025-09-07T07:09:14.2935815Z + [[ dist/vision/torchvision-0.22.0a0+966da7e-cp310-cp310-linux_x86_64.whl == *\ * ]] 2025-09-07T07:09:14.2946025Z + for path in "${args[@]}" 2025-09-07T07:09:14.2946527Z + echo 'Installing dist/vision/torchvision-0.22.0a0+966da7e-cp310-cp310-linux_x86_64.whl' 2025-09-07T07:09:14.2947050Z Installing dist/vision/torchvision-0.22.0a0+966da7e-cp310-cp310-linux_x86_64.whl 2025-09-07T07:09:14.2947716Z + python3 -mpip install --no-index --no-deps dist/vision/torchvision-0.22.0a0+966da7e-cp310-cp310-linux_x86_64.whl 2025-09-07T07:09:14.5853736Z Processing ./dist/vision/torchvision-0.22.0a0+966da7e-cp310-cp310-linux_x86_64.whl 2025-09-07T07:09:14.5935821Z Installing collected packages: torchvision 2025-09-07T07:09:14.9994724Z Successfully installed torchvision-0.22.0a0+966da7e 2025-09-07T07:09:15.0280232Z + '[' -n '' ']' 2025-09-07T07:09:15.0280768Z + test_python_shard 4 2025-09-07T07:09:15.0281232Z + [[ -z 5 ]] 2025-09-07T07:09:15.0282372Z + python test/run_test.py --exclude-jit-executor --exclude-distributed-tests --shard 4 5 --verbose --upload-artifacts-while-running 2025-09-07T07:09:17.2512812Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:09:17.2514946Z import pkg_resources 2025-09-07T07:09:19.0116611Z Downloading https://ossci-metrics.s3.amazonaws.com/disabled-tests-condensed.json to /var/lib/jenkins/workspace/test/.pytorch-disabled-tests.json 2025-09-07T07:09:19.0721711Z Ignoring disabled issues: [''] 2025-09-07T07:09:19.0834418Z Found test times from artifacts 2025-09-07T07:09:19.1294474Z Found test times from artifacts 2025-09-07T07:09:19.1307979Z Running all tests 2025-09-07T07:09:19.1741044Z Running parallel tests on 3 processes 2025-09-07T07:09:19.1750351Z Name: tests to run (est. time: 98.35min) 2025-09-07T07:09:19.1750608Z Serial tests (0): 2025-09-07T07:09:19.1750798Z Parallel tests (165): 2025-09-07T07:09:19.1750999Z inductor/test_aot_inductor 3/5 2025-09-07T07:09:19.1751284Z inductor/test_compiled_autograd 3/3 2025-09-07T07:09:19.1751522Z inductor/test_inplace_padding 1/1 2025-09-07T07:09:19.1751743Z inductor/test_cudagraph_trees 1/1 2025-09-07T07:09:19.1751965Z test_transformers 1/1 2025-09-07T07:09:19.1752178Z inductor/test_torchinductor 1/2 2025-09-07T07:09:19.1752436Z inductor/test_torchinductor_opinfo 3/13 2025-09-07T07:09:19.1752692Z inductor/test_torchinductor_opinfo 7/13 2025-09-07T07:09:19.1752955Z inductor/test_torchinductor_opinfo 12/13 2025-09-07T07:09:19.1753201Z inductor/test_gpu_cpp_wrapper 2/2 2025-09-07T07:09:19.1753423Z dynamo/test_dynamic_shapes 2/3 2025-09-07T07:09:19.1753683Z inductor/test_torchinductor_codegen_dynamic_shapes 3/6 2025-09-07T07:09:19.1754001Z inductor/test_torchinductor_codegen_dynamic_shapes 6/6 2025-09-07T07:09:19.1754274Z inductor/test_compiled_optimizers 2/3 2025-09-07T07:09:19.1754538Z inductor/test_torchinductor_dynamic_shapes 3/7 2025-09-07T07:09:19.1754787Z export/test_torchbind 1/1 2025-09-07T07:09:19.1755035Z inductor/test_cudagraph_trees_expandable_segments 1/1 2025-09-07T07:09:19.1755298Z test_nestedtensor 1/3 2025-09-07T07:09:19.1755486Z inductor/test_padding 1/1 2025-09-07T07:09:19.1755679Z inductor/test_torchbind 1/1 2025-09-07T07:09:19.1755886Z dynamo/test_logging 1/1 2025-09-07T07:09:19.1756090Z dynamo/test_aot_autograd_cache 1/1 2025-09-07T07:09:19.1756331Z dynamo/test_activation_checkpointing 1/1 2025-09-07T07:09:19.1756558Z inductor/test_cpu_repro 1/3 2025-09-07T07:09:19.1756768Z inductor/test_segmented_tree 1/1 2025-09-07T07:09:19.1756983Z export/test_serdes 1/1 2025-09-07T07:09:19.1757174Z test_comparison_utils 1/1 2025-09-07T07:09:19.1757379Z inductor/test_provenance_tracing 1/1 2025-09-07T07:09:19.1757625Z export/test_functionalized_assertions 1/1 2025-09-07T07:09:19.1757850Z test_license 1/1 2025-09-07T07:09:19.1758031Z dynamo/test_base_output 1/1 2025-09-07T07:09:19.1758231Z inductor/test_triton_kernels 1/1 2025-09-07T07:09:19.1758445Z test_mkldnn_verbose 1/1 2025-09-07T07:09:19.1758640Z inductor/test_inductor_utils 1/1 2025-09-07T07:09:19.1758852Z inductor/test_flex_decoding 1/3 2025-09-07T07:09:19.1759062Z inductor/test_triton_cpu_backend 1/1 2025-09-07T07:09:19.1759290Z backends/xeon/test_launch 1/1 2025-09-07T07:09:19.1759494Z dynamo/test_dicts 1/1 2025-09-07T07:09:19.1759677Z dynamo/test_sdpa 1/1 2025-09-07T07:09:19.1760083Z dynamo/test_list 1/1 2025-09-07T07:09:19.1760304Z test_flop_counter 1/1 2025-09-07T07:09:19.1760506Z dynamo/test_fx_graph_runnable 1/1 2025-09-07T07:09:19.1760728Z inductor/test_ordered_set 1/1 2025-09-07T07:09:19.1760935Z dynamo/test_recompiles 1/1 2025-09-07T07:09:19.1761150Z test_per_overload_api 1/1 2025-09-07T07:09:19.1761350Z export/test_cpp_serdes 1/1 2025-09-07T07:09:19.1761544Z inductor/test_utils 1/1 2025-09-07T07:09:19.1761722Z test_pytree 1/1 2025-09-07T07:09:19.1761889Z inductor/test_fp8 1/1 2025-09-07T07:09:19.1762087Z dynamo/test_nested_graph_breaks 1/1 2025-09-07T07:09:19.1762307Z dynamo/test_pre_dispatch 1/1 2025-09-07T07:09:19.1762511Z dynamo/test_fx_passes_pre_grad 1/1 2025-09-07T07:09:19.1762728Z inductor/test_combo_kernels 1/1 2025-09-07T07:09:19.1763083Z inductor/test_device_assert 1/1 2025-09-07T07:09:19.1763300Z inductor/test_op_completeness 1/1 2025-09-07T07:09:19.1763509Z export/test_tools 1/1 2025-09-07T07:09:19.1763705Z export/test_export_opinfo 1/1 2025-09-07T07:09:19.1763917Z dynamo/test_subgraphs 1/1 2025-09-07T07:09:19.1764120Z profiler/test_kineto 1/1 2025-09-07T07:09:19.1764315Z inductor/test_subgraph_choice 1/1 2025-09-07T07:09:19.1764541Z dynamo/test_utils 1/1 2025-09-07T07:09:19.1764723Z test_logging 1/1 2025-09-07T07:09:19.1764900Z test_expanded_weights 1/1 2025-09-07T07:09:19.1765106Z inductor/test_static_cuda_launcher 1/1 2025-09-07T07:09:19.1765332Z torch_np/test_random 1/1 2025-09-07T07:09:19.1765535Z inductor/test_triton_heuristics 1/1 2025-09-07T07:09:19.1765749Z export/test_schema 1/1 2025-09-07T07:09:19.1765934Z dynamo/test_reconstruct 1/1 2025-09-07T07:09:19.1766138Z inductor/test_helion_kernels 1/1 2025-09-07T07:09:19.1766488Z test_compile_benchmark_util 1/1 2025-09-07T07:09:19.1766697Z export/test_upgrader 1/1 2025-09-07T07:09:19.1766901Z higher_order_ops/test_invoke_subgraph 1/1 2025-09-07T07:09:19.1767128Z test_optim 1/1 2025-09-07T07:09:19.1767314Z functorch/test_ops 3/6 2025-09-07T07:09:19.1767496Z test_meta 3/4 2025-09-07T07:09:19.1767645Z test_meta 4/4 2025-09-07T07:09:19.1767803Z xpu/test_gemm 1/1 2025-09-07T07:09:19.1767977Z inductor/test_compile 1/1 2025-09-07T07:09:19.1768167Z test_pruning_op 1/1 2025-09-07T07:09:19.1768348Z inductor/test_multi_kernel 1/1 2025-09-07T07:09:19.1768571Z inductor/test_decompose_mem_bound_mm 1/1 2025-09-07T07:09:19.1768799Z inductor/test_block_analysis 1/1 2025-09-07T07:09:19.1769015Z inductor/test_minifier_isolate 1/1 2025-09-07T07:09:19.1769222Z export/test_swap 1/1 2025-09-07T07:09:19.1769405Z functorch/test_dims 1/1 2025-09-07T07:09:19.1769600Z profiler/test_profiler 1/1 2025-09-07T07:09:19.1769796Z inductor/test_op_dtype_prop 1/1 2025-09-07T07:09:19.1770023Z inductor/test_mkldnn_pattern_matcher 2/2 2025-09-07T07:09:19.1770254Z dynamo/test_optimizers 1/1 2025-09-07T07:09:19.1770445Z functorch/test_ac 1/1 2025-09-07T07:09:19.1770629Z inductor/test_dependencies 1/1 2025-09-07T07:09:19.1770833Z test_content_store 1/1 2025-09-07T07:09:19.1771025Z inductor/test_custom_lowering 1/1 2025-09-07T07:09:19.1771233Z dynamo/test_profiler 1/1 2025-09-07T07:09:19.1771428Z inductor/test_needs_exact_strides 1/1 2025-09-07T07:09:19.1771649Z inductor/test_config 1/1 2025-09-07T07:09:19.1771836Z dynamo/test_sources 1/1 2025-09-07T07:09:19.1772022Z dynamo/test_base_hop 1/1 2025-09-07T07:09:19.1772208Z inductor/test_fused_attention 1/1 2025-09-07T07:09:19.1772417Z export/test_nativert 1/1 2025-09-07T07:09:19.1772601Z dynamo/test_backends 1/1 2025-09-07T07:09:19.1772812Z dynamo/test_verify_correctness 1/1 2025-09-07T07:09:19.1773026Z dynamo/test_python_dispatcher 1/1 2025-09-07T07:09:19.1773255Z test_set_default_mobile_cpu_allocator 1/1 2025-09-07T07:09:19.1773487Z torch_np/test_indexing 1/1 2025-09-07T07:09:19.1773693Z torch_np/test_scalars_0D_arrays 1/1 2025-09-07T07:09:19.1773986Z test_numba_integration 1/1 2025-09-07T07:09:19.1774191Z dynamo/test_cudagraphs 1/1 2025-09-07T07:09:19.1774387Z dynamo/test_deviceguard 1/1 2025-09-07T07:09:19.1774614Z torch_np/numpy_tests/lib/test_function_base 1/1 2025-09-07T07:09:19.1774859Z test_tensorboard 1/1 2025-09-07T07:09:19.1775055Z dynamo/test_higher_order_ops 1/1 2025-09-07T07:09:19.1775269Z dynamo/test_comptime 1/1 2025-09-07T07:09:19.1775454Z test_datapipe 1/1 2025-09-07T07:09:19.1775634Z dynamo/test_debug_utils 1/1 2025-09-07T07:09:19.1775824Z test_out_dtype_op 1/1 2025-09-07T07:09:19.1776018Z functorch/test_eager_transforms 1/1 2025-09-07T07:09:19.1776227Z export/test_hop 1/1 2025-09-07T07:09:19.1776411Z profiler/test_cpp_thread 1/1 2025-09-07T07:09:19.1776623Z inductor/test_auto_functionalize 1/1 2025-09-07T07:09:19.1776970Z test_cuda_sanitizer 1/1 2025-09-07T07:09:19.1777167Z inductor/test_efficient_conv_bn_eval 1/1 2025-09-07T07:09:19.1777405Z dynamo/test_error_messages 1/1 2025-09-07T07:09:19.1777625Z inductor/test_unbacked_symints 1/1 2025-09-07T07:09:19.1777846Z inductor/test_mps_basic 1/1 2025-09-07T07:09:19.1778063Z torch_np/numpy_tests/core/test_indexing 1/1 2025-09-07T07:09:19.1778318Z dynamo/test_decorators 1/1 2025-09-07T07:09:19.1778519Z nn/test_lazy_modules 1/1 2025-09-07T07:09:19.1778712Z test_fx_reinplace_pass 1/1 2025-09-07T07:09:19.1778923Z torch_np/numpy_tests/lib/test_type_check 1/1 2025-09-07T07:09:19.1779173Z inductor/test_custom_partitioner_fn 1/1 2025-09-07T07:09:19.1779391Z test_type_info 1/1 2025-09-07T07:09:19.1779564Z dynamo/test_unspec 1/1 2025-09-07T07:09:19.1779754Z lazy/test_functionalization 1/1 2025-09-07T07:09:19.1780051Z dynamo/test_aot_compile 1/1 2025-09-07T07:09:19.1780389Z test_functionalization_of_rng_ops 1/1 2025-09-07T07:09:19.1780657Z test_subclass 1/1 2025-09-07T07:09:19.1780820Z test_decomp 1/14 2025-09-07T07:09:19.1780990Z test_decomp 12/14 2025-09-07T07:09:19.1781159Z test_decomp 13/14 2025-09-07T07:09:19.1781319Z test_decomp 14/14 2025-09-07T07:09:19.1781477Z test_sparse_csr 2/2 2025-09-07T07:09:19.1781659Z test_scatter_gather_ops 1/1 2025-09-07T07:09:19.1781858Z dynamo/test_python_autograd 1/1 2025-09-07T07:09:19.1782091Z torch_np/numpy_tests/core/test_scalar_methods 1/1 2025-09-07T07:09:19.1782360Z torch_np/numpy_tests/core/test_numerictypes 1/1 2025-09-07T07:09:19.1782626Z profiler/test_memory_profiler 1/1 2025-09-07T07:09:19.1782850Z test_unary_ufuncs 1/1 2025-09-07T07:09:19.1783116Z lazy/test_debug_util 1/1 2025-09-07T07:09:19.1783341Z nn/test_init 1/1 2025-09-07T07:09:19.1783544Z torch_np/numpy_tests/lib/test_arraysetops 1/1 2025-09-07T07:09:19.1783800Z test_functional_autograd_benchmark 1/1 2025-09-07T07:09:19.1784030Z test_function_schema 1/1 2025-09-07T07:09:19.1784212Z test_cuda_multigpu 1/1 2025-09-07T07:09:19.1784404Z test_type_promotion 1/1 2025-09-07T07:09:19.1784621Z torch_np/test_reductions 1/1 2025-09-07T07:09:19.1784836Z test_dlpack 1/1 2025-09-07T07:09:19.1785033Z torch_np/numpy_tests/core/test_scalar_ctors 1/1 2025-09-07T07:09:19.1785290Z profiler/test_profiler_tree 1/1 2025-09-07T07:09:19.1785487Z test_prims 1/1 2025-09-07T07:09:19.1785657Z test_jit_autocast 1/1 2025-09-07T07:09:19.1785845Z profiler/test_torch_tidy 1/1 2025-09-07T07:09:19.1786050Z profiler/test_python_tracer 1/1 2025-09-07T07:09:19.1786247Z lazy/test_reuse_ir 1/1 2025-09-07T07:09:19.1786431Z test_quantization 1/4 2025-09-07T07:09:19.1786617Z Name: excluded (est. time: 0.0min) 2025-09-07T07:09:19.1786824Z Serial tests (0): 2025-09-07T07:09:19.1786984Z Parallel tests (0): 2025-09-07T07:09:19.1787250Z Running inductor/test_aot_inductor 3/5 ... [2025-09-07 07:09:19.177953] 2025-09-07T07:09:19.1787560Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:09:19.1788434Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_aot_inductor.py', '-m', 'serial', '--shard-id=3', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:09:19.178278] 2025-09-07T07:09:26.9558900Z 2025-09-07T07:09:26.9559799Z inductor/test_aot_inductor 3/5 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_aot_inductor_3.5_66d6d47783f3b5f4_.log 2025-09-07T07:09:26.9560564Z Running 0 items in this shard: 2025-09-07T07:09:26.9560753Z 2025-09-07T07:09:27.2140406Z Uploading artifacts took 0.26 seconds 2025-09-07T07:09:27.2142872Z Running inductor/test_compiled_autograd 3/3 ... [2025-09-07 07:09:27.214079] 2025-09-07T07:09:27.2143292Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:09:27.2146656Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compiled_autograd.py', '-m', 'serial', '--shard-id=3', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:09:27.214420] 2025-09-07T07:09:34.6414697Z 2025-09-07T07:09:34.6415616Z inductor/test_compiled_autograd 3/3 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compiled_autograd_3.3_e60a742b7992ab98_.log 2025-09-07T07:09:34.6416397Z Running 0 items in this shard: 2025-09-07T07:09:34.6416573Z 2025-09-07T07:09:34.6418523Z Running inductor/test_inplace_padding 1/1 ... [2025-09-07 07:09:34.641642] 2025-09-07T07:09:34.6418958Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:09:34.6422283Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_inplace_padding.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:09:34.641974] 2025-09-07T07:09:46.9353265Z 2025-09-07T07:09:46.9354870Z inductor/test_inplace_padding 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inplace_padding_1.1_7292fe6f34444cbc_.log 2025-09-07T07:09:46.9355966Z Running 1 items in this shard: test/inductor/test_inplace_padding.py::InplacePaddingTest::test_linear_and_cel 2025-09-07T07:09:46.9356475Z 2025-09-07T07:09:46.9358578Z Running inductor/test_cudagraph_trees 1/1 ... [2025-09-07 07:09:46.935595] 2025-09-07T07:09:46.9359029Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:09:46.9362000Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cudagraph_trees.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:09:46.935947] 2025-09-07T07:09:52.7107755Z 2025-09-07T07:09:52.7109459Z inductor/test_cudagraph_trees 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cudagraph_trees_1.1_479984a33fa04d4a_.log 2025-09-07T07:09:52.7110443Z Running 0 items in this shard: 2025-09-07T07:09:52.7110606Z 2025-09-07T07:09:52.7112166Z Running test_transformers 1/1 ... [2025-09-07 07:09:52.711034] 2025-09-07T07:09:52.7112476Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:09:52.7115787Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_transformers.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:09:52.711356] 2025-09-07T07:09:59.2375457Z 2025-09-07T07:09:59.2376269Z test_transformers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_transformers_1.1_d54c428ab255c132_.log 2025-09-07T07:09:59.2377120Z Running 0 items in this shard: 2025-09-07T07:09:59.2377391Z 2025-09-07T07:09:59.2378541Z Running inductor/test_torchinductor 1/2 ... [2025-09-07 07:09:59.237638] 2025-09-07T07:09:59.2378990Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:09:59.2382505Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor.py', '-m', 'serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:09:59.237950] 2025-09-07T07:10:12.2253039Z 2025-09-07T07:10:12.2254518Z inductor/test_torchinductor 1/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_1.2_c2df1b9c73540d9e_.log 2025-09-07T07:10:12.2255894Z Running 1 items in this shard: test/inductor/test_torchinductor.py::GPUTests::test_large_block_sizes_cuda 2025-09-07T07:10:12.2256306Z 2025-09-07T07:10:12.2257338Z Running inductor/test_torchinductor_opinfo 3/13 ... [2025-09-07 07:10:12.225530] 2025-09-07T07:10:12.2257918Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:10:12.2261212Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'serial', '--shard-id=3', '--num-shards=13', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:10:12.225858] 2025-09-07T07:10:20.0032431Z 2025-09-07T07:10:20.0033650Z inductor/test_torchinductor_opinfo 3/13 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_3.13_3a08436e332bc13e_.log 2025-09-07T07:10:20.0034773Z Running 0 items in this shard: 2025-09-07T07:10:20.0034986Z 2025-09-07T07:10:20.0037000Z Running inductor/test_torchinductor_opinfo 7/13 ... [2025-09-07 07:10:20.003483] 2025-09-07T07:10:20.0037611Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:10:20.0041501Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'serial', '--shard-id=7', '--num-shards=13', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:10:20.003857] 2025-09-07T07:10:27.8340862Z 2025-09-07T07:10:27.8341996Z inductor/test_torchinductor_opinfo 7/13 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_7.13_b7ee2bf83a9dcf4d_.log 2025-09-07T07:10:27.8342811Z Running 0 items in this shard: 2025-09-07T07:10:27.8342996Z 2025-09-07T07:10:27.8344081Z Running inductor/test_torchinductor_opinfo 12/13 ... [2025-09-07 07:10:27.834191] 2025-09-07T07:10:27.8344694Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:10:27.8348196Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'serial', '--shard-id=12', '--num-shards=13', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:10:27.834558] 2025-09-07T07:10:35.6627978Z 2025-09-07T07:10:35.6629125Z inductor/test_torchinductor_opinfo 12/13 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_12.13_3eb151390f329b98_.log 2025-09-07T07:10:35.6629986Z Running 0 items in this shard: 2025-09-07T07:10:35.6630179Z 2025-09-07T07:10:35.6631030Z Running inductor/test_gpu_cpp_wrapper 2/2 ... [2025-09-07 07:10:35.662896] 2025-09-07T07:10:35.6631586Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:10:35.6634959Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_gpu_cpp_wrapper.py', '-m', 'serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:10:35.663254] 2025-09-07T07:10:42.1891957Z 2025-09-07T07:10:42.1893010Z inductor/test_gpu_cpp_wrapper 2/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_gpu_cpp_wrapper_2.2_98d3f8f2e06b0dbc_.log 2025-09-07T07:10:42.1893808Z Running 0 items in this shard: 2025-09-07T07:10:42.1893991Z 2025-09-07T07:10:42.1895779Z Running dynamo/test_dynamic_shapes 2/3 ... [2025-09-07 07:10:42.189311] 2025-09-07T07:10:42.1896584Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:10:42.1898940Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_dynamic_shapes.py', '-m', 'serial', '--shard-id=2', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:10:42.189619] 2025-09-07T07:10:51.3709546Z 2025-09-07T07:10:51.3710651Z dynamo/test_dynamic_shapes 2/3 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_dynamic_shapes_2.3_1bf2e5cfc7b4f658_.log 2025-09-07T07:10:51.3711782Z Running 1 items in this shard: test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_dont_dce_rand_dynamic_shapes 2025-09-07T07:10:51.3712277Z 2025-09-07T07:10:51.3713130Z Running inductor/test_torchinductor_codegen_dynamic_shapes 3/6 ... [2025-09-07 07:10:51.371049] 2025-09-07T07:10:51.3713635Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:10:51.3717244Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_codegen_dynamic_shapes.py', '-m', 'serial', '--shard-id=3', '--num-shards=6', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:10:51.371422] 2025-09-07T07:10:57.9475698Z 2025-09-07T07:10:57.9476780Z inductor/test_torchinductor_codegen_dynamic_shapes 3/6 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_codegen_dynamic_shapes_3.6_c6039d78f69342f0_.log 2025-09-07T07:10:57.9477866Z Running 0 items in this shard: 2025-09-07T07:10:57.9478042Z 2025-09-07T07:10:57.9478467Z Running inductor/test_torchinductor_codegen_dynamic_shapes 6/6 ... [2025-09-07 07:10:57.947652] 2025-09-07T07:10:57.9478995Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:10:57.9482380Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_codegen_dynamic_shapes.py', '-m', 'serial', '--shard-id=6', '--num-shards=6', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:10:57.947980] 2025-09-07T07:11:13.5898124Z 2025-09-07T07:11:13.5899295Z inductor/test_torchinductor_codegen_dynamic_shapes 6/6 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_codegen_dynamic_shapes_6.6_b423863e7f998cbb_.log 2025-09-07T07:11:13.5901321Z Running 1 items in this shard: test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_large_block_sizes_dynamic_shapes_cuda 2025-09-07T07:11:13.5902357Z 2025-09-07T07:11:13.5902643Z Running inductor/test_compiled_optimizers 2/3 ... [2025-09-07 07:11:13.589914] 2025-09-07T07:11:13.5903203Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:11:13.5905258Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compiled_optimizers.py', '-m', 'serial', '--shard-id=2', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:11:13.590228] 2025-09-07T07:11:20.8673627Z 2025-09-07T07:11:20.8674472Z inductor/test_compiled_optimizers 2/3 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compiled_optimizers_2.3_9351c35527604f54_.log 2025-09-07T07:11:20.8675272Z Running 0 items in this shard: 2025-09-07T07:11:20.8675452Z 2025-09-07T07:11:20.8678090Z Running inductor/test_torchinductor_dynamic_shapes 3/7 ... [2025-09-07 07:11:20.867560] 2025-09-07T07:11:20.8678575Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:11:20.8682038Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_dynamic_shapes.py', '-m', 'serial', '--shard-id=3', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:11:20.867941] 2025-09-07T07:11:27.3939901Z 2025-09-07T07:11:27.3940936Z inductor/test_torchinductor_dynamic_shapes 3/7 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_dynamic_shapes_3.7_86ec5f7d20d9f271_.log 2025-09-07T07:11:27.3941821Z Running 0 items in this shard: 2025-09-07T07:11:27.3941995Z 2025-09-07T07:11:27.3942477Z Running export/test_torchbind 1/1 ... [2025-09-07 07:11:27.394047] 2025-09-07T07:11:27.3942859Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:11:27.3946570Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_torchbind.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:11:27.394382] 2025-09-07T07:11:33.2192127Z 2025-09-07T07:11:33.2193386Z export/test_torchbind 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_torchbind_1.1_6df0dedf57b7a281_.log 2025-09-07T07:11:33.2194134Z Running 0 items in this shard: 2025-09-07T07:11:33.2194397Z 2025-09-07T07:11:33.2195971Z Running inductor/test_cudagraph_trees_expandable_segments 1/1 ... [2025-09-07 07:11:33.219386] 2025-09-07T07:11:33.2196482Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:11:33.2199480Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cudagraph_trees_expandable_segments.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:11:33.219691] 2025-09-07T07:11:38.9940142Z 2025-09-07T07:11:38.9941232Z inductor/test_cudagraph_trees_expandable_segments 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cudagraph_trees_expandable_segments_1.1_53860cf14a9d0ce0_.log 2025-09-07T07:11:38.9942496Z Running 0 items in this shard: 2025-09-07T07:11:38.9942681Z 2025-09-07T07:11:38.9942895Z Running test_nestedtensor 1/3 ... [2025-09-07 07:11:38.994100] 2025-09-07T07:11:38.9943257Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:11:38.9946835Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_nestedtensor.py', '-m', 'serial', '--shard-id=1', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:11:38.994433] 2025-09-07T07:11:43.6670943Z 2025-09-07T07:11:43.6672159Z test_nestedtensor 1/3 was successful, full logs can be found in artifacts with path test/test-reports/test_nestedtensor_1.3_7ea47548e8b73afa_.log 2025-09-07T07:11:43.6672854Z Running 0 items in this shard: 2025-09-07T07:11:43.6673033Z 2025-09-07T07:11:43.6675084Z Running inductor/test_padding 1/1 ... [2025-09-07 07:11:43.667320] 2025-09-07T07:11:43.6675513Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:11:43.6678976Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_padding.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:11:43.667653] 2025-09-07T07:11:54.4507330Z 2025-09-07T07:11:54.4508694Z inductor/test_padding 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_padding_1.1_45080a2802856196_.log 2025-09-07T07:11:54.4510913Z Running 1 items in this shard: test/inductor/test_padding.py::PaddingTest::test_nobias_LinearAndSoftmax_codegen 2025-09-07T07:11:54.4511505Z 2025-09-07T07:11:54.4512280Z Running inductor/test_torchbind 1/1 ... [2025-09-07 07:11:54.450958] 2025-09-07T07:11:54.4512601Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:11:54.4515969Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchbind.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:11:54.451345] 2025-09-07T07:12:00.2257364Z 2025-09-07T07:12:00.2258243Z inductor/test_torchbind 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchbind_1.1_2b0ff3d4191f1fcc_.log 2025-09-07T07:12:00.2258966Z Running 0 items in this shard: 2025-09-07T07:12:00.2259245Z 2025-09-07T07:12:00.2259834Z Running dynamo/test_logging 1/1 ... [2025-09-07 07:12:00.225792] 2025-09-07T07:12:00.2260231Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:12:00.2263419Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_logging.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:12:00.226102] 2025-09-07T07:12:06.0003500Z 2025-09-07T07:12:06.0004412Z dynamo/test_logging 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_logging_1.1_9a9e3531d3f8db64_.log 2025-09-07T07:12:06.0005135Z Running 0 items in this shard: 2025-09-07T07:12:06.0005318Z 2025-09-07T07:12:06.0006944Z Running dynamo/test_aot_autograd_cache 1/1 ... [2025-09-07 07:12:06.000477] 2025-09-07T07:12:06.0007516Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:12:06.0010887Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_aot_autograd_cache.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:12:06.000836] 2025-09-07T07:12:11.6749021Z 2025-09-07T07:12:11.6749932Z dynamo/test_aot_autograd_cache 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_aot_autograd_cache_1.1_f1fab4c902bfad36_.log 2025-09-07T07:12:11.6750771Z Running 0 items in this shard: 2025-09-07T07:12:11.6750951Z 2025-09-07T07:12:11.6752277Z Running dynamo/test_activation_checkpointing 1/1 ... [2025-09-07 07:12:11.675009] 2025-09-07T07:12:11.6752736Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:12:11.6756084Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_activation_checkpointing.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:12:11.675364] 2025-09-07T07:12:17.6501161Z 2025-09-07T07:12:17.6502127Z dynamo/test_activation_checkpointing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_activation_checkpointing_1.1_47534fd3924a74ab_.log 2025-09-07T07:12:17.6502950Z Running 0 items in this shard: 2025-09-07T07:12:17.6503126Z 2025-09-07T07:12:17.6504725Z Running inductor/test_cpu_repro 1/3 ... [2025-09-07 07:12:17.650257] 2025-09-07T07:12:17.6505150Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:12:17.6508447Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cpu_repro.py', '-m', 'serial', '--shard-id=1', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:12:17.650593] 2025-09-07T07:12:23.9257952Z 2025-09-07T07:12:23.9258818Z inductor/test_cpu_repro 1/3 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpu_repro_1.3_d85235a496d70336_.log 2025-09-07T07:12:23.9259540Z Running 0 items in this shard: 2025-09-07T07:12:23.9259719Z 2025-09-07T07:12:23.9261065Z Running inductor/test_segmented_tree 1/1 ... [2025-09-07 07:12:23.925889] 2025-09-07T07:12:23.9261488Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:12:23.9264566Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_segmented_tree.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:12:23.926220] 2025-09-07T07:12:26.6455192Z 2025-09-07T07:12:26.6456678Z inductor/test_segmented_tree 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_segmented_tree_1.1_e11b9a0a4e4fbfb9_.log 2025-09-07T07:12:26.6457705Z Running 0 items in this shard: 2025-09-07T07:12:26.6457848Z 2025-09-07T07:12:26.6459214Z Running export/test_serdes 1/1 ... [2025-09-07 07:12:26.645730] 2025-09-07T07:12:26.6459522Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:12:26.6462976Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_serdes.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:12:26.646077] 2025-09-07T07:12:32.5704790Z 2025-09-07T07:12:32.5705959Z export/test_serdes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_serdes_1.1_54c77437e97bf61d_.log 2025-09-07T07:12:32.5706919Z Running 0 items in this shard: 2025-09-07T07:12:32.5707124Z 2025-09-07T07:12:32.5707829Z Running test_comparison_utils 1/1 ... [2025-09-07 07:12:32.570572] 2025-09-07T07:12:32.5708208Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:12:32.5711814Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_comparison_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:12:32.570925] 2025-09-07T07:12:35.2403311Z 2025-09-07T07:12:35.2404997Z test_comparison_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_comparison_utils_1.1_cb28ba87af80f4b4_.log 2025-09-07T07:12:35.2405948Z Running 0 items in this shard: 2025-09-07T07:12:35.2406329Z 2025-09-07T07:12:35.2408997Z Running inductor/test_provenance_tracing 1/1 ... [2025-09-07 07:12:35.240690] 2025-09-07T07:12:35.2412463Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:12:35.2413858Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_provenance_tracing.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:12:35.241077] 2025-09-07T07:12:41.0157863Z 2025-09-07T07:12:41.0159368Z inductor/test_provenance_tracing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_provenance_tracing_1.1_66a9bbe2b117a07b_.log 2025-09-07T07:12:41.0160201Z Running 0 items in this shard: 2025-09-07T07:12:41.0160377Z 2025-09-07T07:12:41.0162475Z Running export/test_functionalized_assertions 1/1 ... [2025-09-07 07:12:41.016037] 2025-09-07T07:12:41.0162940Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:12:41.0166058Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_functionalized_assertions.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:12:41.016371] 2025-09-07T07:12:43.7355011Z 2025-09-07T07:12:43.7356024Z export/test_functionalized_assertions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_functionalized_assertions_1.1_05b6671db3cb8524_.log 2025-09-07T07:12:43.7357013Z Running 0 items in this shard: 2025-09-07T07:12:43.7357193Z 2025-09-07T07:12:43.7357917Z Running test_license 1/1 ... [2025-09-07 07:12:43.735600] 2025-09-07T07:12:43.7358278Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:12:43.7361792Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_license.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:12:43.735943] 2025-09-07T07:12:46.4553963Z 2025-09-07T07:12:46.4555066Z test_license 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_license_1.1_9ac63577e73d8c63_.log 2025-09-07T07:12:46.4555745Z Running 0 items in this shard: 2025-09-07T07:12:46.4555917Z 2025-09-07T07:12:46.4557789Z Running dynamo/test_base_output 1/1 ... [2025-09-07 07:12:46.455577] 2025-09-07T07:12:46.4558182Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:12:46.4561567Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_base_output.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:12:46.455918] 2025-09-07T07:12:49.3257395Z 2025-09-07T07:12:49.3258352Z dynamo/test_base_output 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_base_output_1.1_e19d074ce4ff76b1_.log 2025-09-07T07:12:49.3259472Z Running 0 items in this shard: 2025-09-07T07:12:49.3259649Z 2025-09-07T07:12:49.3260336Z Running inductor/test_triton_kernels 1/1 ... [2025-09-07 07:12:49.325857] 2025-09-07T07:12:49.3260741Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:12:49.3264614Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_kernels.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:12:49.326205] 2025-09-07T07:12:55.2009438Z 2025-09-07T07:12:55.2010655Z inductor/test_triton_kernels 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_kernels_1.1_000b98b7155a68be_.log 2025-09-07T07:12:55.2011440Z Running 0 items in this shard: 2025-09-07T07:12:55.2011742Z 2025-09-07T07:12:55.2012976Z Running test_mkldnn_verbose 1/1 ... [2025-09-07 07:12:55.201053] 2025-09-07T07:12:55.2013334Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:12:55.2016407Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_mkldnn_verbose.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:12:55.201408] 2025-09-07T07:12:57.9207654Z 2025-09-07T07:12:57.9208443Z test_mkldnn_verbose 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkldnn_verbose_1.1_773f7a0cbb44a87d_.log 2025-09-07T07:12:57.9209168Z Running 0 items in this shard: 2025-09-07T07:12:57.9209483Z 2025-09-07T07:12:57.9210555Z Running inductor/test_inductor_utils 1/1 ... [2025-09-07 07:12:57.920828] 2025-09-07T07:12:57.9210984Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:12:57.9214195Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_inductor_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:12:57.921189] 2025-09-07T07:13:00.6407435Z 2025-09-07T07:13:00.6408312Z inductor/test_inductor_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inductor_utils_1.1_73c8d7349cddf265_.log 2025-09-07T07:13:00.6409065Z Running 0 items in this shard: 2025-09-07T07:13:00.6409250Z 2025-09-07T07:13:00.6410900Z Running inductor/test_flex_decoding 1/3 ... [2025-09-07 07:13:00.640844] 2025-09-07T07:13:00.6411335Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:13:00.6414554Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_flex_decoding.py', '-m', 'serial', '--shard-id=1', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:13:00.641202] 2025-09-07T07:13:19.0892296Z 2025-09-07T07:13:19.0893550Z inductor/test_flex_decoding 1/3 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_flex_decoding_1.3_06468ab8364e5c90_.log 2025-09-07T07:13:19.0896157Z Running 4 items in this shard: test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_pow_2_headdim_head_dim_121_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_pow_2_headdim_head_dim_17_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_pow_2_headdim_head_dim_24_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_pow_2_headdim_head_dim_94_float16_cuda_float16 2025-09-07T07:13:19.0897910Z 2025-09-07T07:13:19.0898145Z Running inductor/test_triton_cpu_backend 1/1 ... [2025-09-07 07:13:19.089343] 2025-09-07T07:13:19.0898807Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:13:19.0899848Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_cpu_backend.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:13:19.089670] 2025-09-07T07:13:25.2362125Z 2025-09-07T07:13:25.2363125Z inductor/test_triton_cpu_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_cpu_backend_1.1_6143effaef6efbad_.log 2025-09-07T07:13:25.2363843Z 2025-09-07T07:13:25.2365186Z Running backends/xeon/test_launch 1/1 ... [2025-09-07 07:13:25.236307] 2025-09-07T07:13:25.2365606Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:13:25.2369075Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'backends/xeon/test_launch.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:13:25.236660] 2025-09-07T07:13:27.9560054Z 2025-09-07T07:13:27.9560911Z backends/xeon/test_launch 1/1 was successful, full logs can be found in artifacts with path test/test-reports/backends.xeon.test_launch_1.1_b3b43e36aac2055f_.log 2025-09-07T07:13:27.9561692Z Running 0 items in this shard: 2025-09-07T07:13:27.9561867Z 2025-09-07T07:13:27.9563571Z Running dynamo/test_dicts 1/1 ... [2025-09-07 07:13:27.956138] 2025-09-07T07:13:27.9563949Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:13:27.9568011Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_dicts.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:13:27.956483] 2025-09-07T07:13:30.9260819Z 2025-09-07T07:13:30.9261605Z dynamo/test_dicts 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_dicts_1.1_4fbce61f7f0f935c_.log 2025-09-07T07:13:30.9262283Z Running 0 items in this shard: 2025-09-07T07:13:30.9262489Z 2025-09-07T07:13:30.9263972Z Running dynamo/test_sdpa 1/1 ... [2025-09-07 07:13:30.926197] 2025-09-07T07:13:30.9264352Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:13:30.9267908Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_sdpa.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:13:30.926552] 2025-09-07T07:13:33.8464165Z 2025-09-07T07:13:33.8464962Z dynamo/test_sdpa 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_sdpa_1.1_40e46f056b2120d9_.log 2025-09-07T07:13:33.8465603Z Running 0 items in this shard: 2025-09-07T07:13:33.8465751Z 2025-09-07T07:13:33.8467752Z Running dynamo/test_list 1/1 ... [2025-09-07 07:13:33.846564] 2025-09-07T07:13:33.8468164Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:13:33.8471728Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_list.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:13:33.846897] 2025-09-07T07:13:36.7165441Z 2025-09-07T07:13:36.7166520Z dynamo/test_list 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_list_1.1_66ff5b8707af9abb_.log 2025-09-07T07:13:36.7167092Z Running 0 items in this shard: 2025-09-07T07:13:36.7167324Z 2025-09-07T07:13:36.7169332Z Running test_flop_counter 1/1 ... [2025-09-07 07:13:36.716731] 2025-09-07T07:13:36.7169664Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:13:36.7173259Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_flop_counter.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:13:36.717074] 2025-09-07T07:13:39.9872181Z 2025-09-07T07:13:39.9873016Z test_flop_counter 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_flop_counter_1.1_65ac64556b7cb817_.log 2025-09-07T07:13:39.9873838Z Running 0 items in this shard: 2025-09-07T07:13:39.9874075Z 2025-09-07T07:13:39.9874776Z Running dynamo/test_fx_graph_runnable 1/1 ... [2025-09-07 07:13:39.987285] 2025-09-07T07:13:39.9875330Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:13:39.9878715Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_fx_graph_runnable.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:13:39.987611] 2025-09-07T07:13:45.8623932Z 2025-09-07T07:13:45.8624840Z dynamo/test_fx_graph_runnable 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_fx_graph_runnable_1.1_ef70032ec6deae09_.log 2025-09-07T07:13:45.8625671Z Running 0 items in this shard: 2025-09-07T07:13:45.8625849Z 2025-09-07T07:13:45.8627365Z Running inductor/test_ordered_set 1/1 ... [2025-09-07 07:13:45.862521] 2025-09-07T07:13:45.8627813Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:13:45.8630947Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_ordered_set.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:13:45.862851] 2025-09-07T07:13:48.6321637Z 2025-09-07T07:13:48.6322509Z inductor/test_ordered_set 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_ordered_set_1.1_f861281a2d2c7c11_.log 2025-09-07T07:13:48.6323324Z Running 0 items in this shard: 2025-09-07T07:13:48.6323608Z 2025-09-07T07:13:48.6323857Z Running dynamo/test_recompiles 1/1 ... [2025-09-07 07:13:48.632218] 2025-09-07T07:13:48.6324242Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:13:48.6328186Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_recompiles.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:13:48.632578] 2025-09-07T07:13:51.5522162Z 2025-09-07T07:13:51.5523019Z dynamo/test_recompiles 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_recompiles_1.1_a514a75f18328567_.log 2025-09-07T07:13:51.5523751Z Running 0 items in this shard: 2025-09-07T07:13:51.5524015Z 2025-09-07T07:13:51.5524585Z Running test_per_overload_api 1/1 ... [2025-09-07 07:13:51.552266] 2025-09-07T07:13:51.5524973Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:13:51.5528325Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_per_overload_api.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:13:51.552593] 2025-09-07T07:13:54.2721006Z 2025-09-07T07:13:54.2722188Z test_per_overload_api 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_per_overload_api_1.1_8735821eb7ebb043_.log 2025-09-07T07:13:54.2722903Z Running 0 items in this shard: 2025-09-07T07:13:54.2723079Z 2025-09-07T07:13:54.2724492Z Running export/test_cpp_serdes 1/1 ... [2025-09-07 07:13:54.272220] 2025-09-07T07:13:54.2724912Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:13:54.2728665Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_cpp_serdes.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:13:54.272603] 2025-09-07T07:14:00.1973912Z 2025-09-07T07:14:00.1978402Z export/test_cpp_serdes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_cpp_serdes_1.1_00e645e3ec086287_.log 2025-09-07T07:14:00.1979814Z Running 0 items in this shard: 2025-09-07T07:14:00.1980074Z 2025-09-07T07:14:00.1980332Z Running inductor/test_utils 1/1 ... [2025-09-07 07:14:00.197591] 2025-09-07T07:14:00.1980823Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:14:00.1982571Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:14:00.197965] 2025-09-07T07:14:03.1680851Z 2025-09-07T07:14:03.1681870Z inductor/test_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_utils_1.1_4059f83589d6b9a7_.log 2025-09-07T07:14:03.1682563Z Running 0 items in this shard: 2025-09-07T07:14:03.1682743Z 2025-09-07T07:14:03.1683863Z Running test_pytree 1/1 ... [2025-09-07 07:14:03.168181] 2025-09-07T07:14:03.1684237Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:14:03.1687738Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_pytree.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:14:03.168524] 2025-09-07T07:14:05.9380424Z 2025-09-07T07:14:05.9381271Z test_pytree 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_pytree_1.1_35eee59930ad3cff_.log 2025-09-07T07:14:05.9381887Z Running 0 items in this shard: 2025-09-07T07:14:05.9382059Z 2025-09-07T07:14:05.9384189Z Running inductor/test_fp8 1/1 ... [2025-09-07 07:14:05.938210] 2025-09-07T07:14:05.9384565Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:14:05.9387956Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_fp8.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:14:05.938562] 2025-09-07T07:14:11.7131705Z 2025-09-07T07:14:11.7132997Z inductor/test_fp8 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_fp8_1.1_5fbde29852e6e837_.log 2025-09-07T07:14:11.7134260Z Running 0 items in this shard: 2025-09-07T07:14:11.7134596Z 2025-09-07T07:14:11.7137127Z Running dynamo/test_nested_graph_breaks 1/1 ... [2025-09-07 07:14:11.713479] 2025-09-07T07:14:11.7137569Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:14:11.7141048Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_nested_graph_breaks.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:14:11.713853] 2025-09-07T07:14:14.5837760Z 2025-09-07T07:14:14.5838912Z dynamo/test_nested_graph_breaks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_nested_graph_breaks_1.1_bb7c686fbc147f91_.log 2025-09-07T07:14:14.5839732Z Running 0 items in this shard: 2025-09-07T07:14:14.5840255Z 2025-09-07T07:14:14.5842052Z Running dynamo/test_pre_dispatch 1/1 ... [2025-09-07 07:14:14.583995] 2025-09-07T07:14:14.5842478Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:14:14.5845823Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_pre_dispatch.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:14:14.584342] 2025-09-07T07:14:17.3036556Z 2025-09-07T07:14:17.3037975Z dynamo/test_pre_dispatch 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_pre_dispatch_1.1_be6fab3317b9fea7_.log 2025-09-07T07:14:17.3039391Z Running 0 items in this shard: 2025-09-07T07:14:17.3039689Z 2025-09-07T07:14:17.3040864Z Running dynamo/test_fx_passes_pre_grad 1/1 ... [2025-09-07 07:14:17.303863] 2025-09-07T07:14:17.3041290Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:14:17.3044422Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_fx_passes_pre_grad.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:14:17.304214] 2025-09-07T07:14:19.9735193Z 2025-09-07T07:14:19.9736081Z dynamo/test_fx_passes_pre_grad 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_fx_passes_pre_grad_1.1_443999eb0b71b7a1_.log 2025-09-07T07:14:19.9736852Z Running 0 items in this shard: 2025-09-07T07:14:19.9737038Z 2025-09-07T07:14:19.9737460Z Running inductor/test_combo_kernels 1/1 ... [2025-09-07 07:14:19.973549] 2025-09-07T07:14:19.9737875Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:14:19.9740939Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_combo_kernels.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:14:19.973851] 2025-09-07T07:14:26.1989533Z 2025-09-07T07:14:26.1990415Z inductor/test_combo_kernels 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_combo_kernels_1.1_d8160439e0c032e8_.log 2025-09-07T07:14:26.1991447Z Running 0 items in this shard: 2025-09-07T07:14:26.1991627Z 2025-09-07T07:14:26.1991863Z Running inductor/test_device_assert 1/1 ... [2025-09-07 07:14:26.198987] 2025-09-07T07:14:26.1992262Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:14:26.1995694Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_device_assert.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:14:26.199312] 2025-09-07T07:14:32.0240627Z 2025-09-07T07:14:32.0242036Z inductor/test_device_assert 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_device_assert_1.1_7d281422dd946baa_.log 2025-09-07T07:14:32.0242789Z Running 0 items in this shard: 2025-09-07T07:14:32.0242973Z 2025-09-07T07:14:32.0245262Z Running inductor/test_op_completeness 1/1 ... [2025-09-07 07:14:32.024323] 2025-09-07T07:14:32.0245680Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:14:32.0249096Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_op_completeness.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:14:32.024682] 2025-09-07T07:14:35.0946620Z 2025-09-07T07:14:35.0947708Z inductor/test_op_completeness 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_op_completeness_1.1_5e44dc80d051ba20_.log 2025-09-07T07:14:35.0948624Z Running 0 items in this shard: 2025-09-07T07:14:35.0948939Z 2025-09-07T07:14:35.0949843Z Running export/test_tools 1/1 ... [2025-09-07 07:14:35.094770] 2025-09-07T07:14:35.0950232Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:14:35.0953406Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_tools.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:14:35.095112] 2025-09-07T07:14:37.9648455Z 2025-09-07T07:14:37.9649270Z export/test_tools 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_tools_1.1_f8dac4aa7baca0dc_.log 2025-09-07T07:14:37.9649948Z Running 0 items in this shard: 2025-09-07T07:14:37.9650134Z 2025-09-07T07:14:37.9652130Z Running export/test_export_opinfo 1/1 ... [2025-09-07 07:14:37.964981] 2025-09-07T07:14:37.9653503Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:14:37.9656175Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_export_opinfo.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:14:37.965326] 2025-09-07T07:14:41.7750024Z 2025-09-07T07:14:41.7750851Z export/test_export_opinfo 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_opinfo_1.1_60171e79b3ad513f_.log 2025-09-07T07:14:41.7751581Z Running 0 items in this shard: 2025-09-07T07:14:41.7751759Z 2025-09-07T07:14:41.7753602Z Running dynamo/test_subgraphs 1/1 ... [2025-09-07 07:14:41.775155] 2025-09-07T07:14:41.7754026Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:14:41.7757464Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_subgraphs.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:14:41.775493] 2025-09-07T07:14:44.6452495Z 2025-09-07T07:14:44.6453471Z dynamo/test_subgraphs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_subgraphs_1.1_b7329ffb2f99ec8d_.log 2025-09-07T07:14:44.6454214Z Running 0 items in this shard: 2025-09-07T07:14:44.6454408Z 2025-09-07T07:14:44.6456594Z Running profiler/test_kineto 1/1 ... [2025-09-07 07:14:44.645446] 2025-09-07T07:14:44.6457004Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:14:44.6460179Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_kineto.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:14:44.645791] 2025-09-07T07:14:47.3654469Z 2025-09-07T07:14:47.3655482Z profiler/test_kineto 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_kineto_1.1_14925d0d5c5c5c24_.log 2025-09-07T07:14:47.3656243Z Running 0 items in this shard: 2025-09-07T07:14:47.3656417Z 2025-09-07T07:14:47.3658285Z Running inductor/test_subgraph_choice 1/1 ... [2025-09-07 07:14:47.365613] 2025-09-07T07:14:47.3658711Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:14:47.3662134Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_subgraph_choice.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:14:47.365957] 2025-09-07T07:14:52.9401512Z 2025-09-07T07:14:52.9402543Z inductor/test_subgraph_choice 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_subgraph_choice_1.1_243835bdcf13f23f_.log 2025-09-07T07:14:52.9403340Z Running 0 items in this shard: 2025-09-07T07:14:52.9403681Z 2025-09-07T07:14:52.9404265Z Running dynamo/test_utils 1/1 ... [2025-09-07 07:14:52.940212] 2025-09-07T07:14:52.9404744Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:14:52.9408408Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:14:52.940525] 2025-09-07T07:14:55.6600841Z 2025-09-07T07:14:55.6601882Z dynamo/test_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_utils_1.1_326012023de4eb99_.log 2025-09-07T07:14:55.6602437Z Running 0 items in this shard: 2025-09-07T07:14:55.6602575Z 2025-09-07T07:14:55.6604536Z Running test_logging 1/1 ... [2025-09-07 07:14:55.660262] 2025-09-07T07:14:55.6604838Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:14:55.6607813Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_logging.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:14:55.660574] 2025-09-07T07:14:58.3298387Z 2025-09-07T07:14:58.3299180Z test_logging 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_logging_1.1_1ca1b9f50346b2bb_.log 2025-09-07T07:14:58.3300019Z Running 0 items in this shard: 2025-09-07T07:14:58.3300206Z 2025-09-07T07:14:58.3300856Z Running test_expanded_weights 1/1 ... [2025-09-07 07:14:58.329898] 2025-09-07T07:14:58.3301248Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:14:58.3304295Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_expanded_weights.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:14:58.330218] 2025-09-07T07:15:02.4018261Z 2025-09-07T07:15:02.4019227Z test_expanded_weights 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_expanded_weights_1.1_2ff628e69e17294b_.log 2025-09-07T07:15:02.4019985Z Running 0 items in this shard: 2025-09-07T07:15:02.4020158Z 2025-09-07T07:15:02.4021149Z Running inductor/test_static_cuda_launcher 1/1 ... [2025-09-07 07:15:02.401909] 2025-09-07T07:15:02.4021660Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:15:02.4024825Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_static_cuda_launcher.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:15:02.402223] 2025-09-07T07:15:08.2272995Z 2025-09-07T07:15:08.2273963Z inductor/test_static_cuda_launcher 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_static_cuda_launcher_1.1_2372152ba2aceac1_.log 2025-09-07T07:15:08.2274814Z Running 0 items in this shard: 2025-09-07T07:15:08.2274988Z 2025-09-07T07:15:08.2276011Z Running torch_np/test_random 1/1 ... [2025-09-07 07:15:08.227414] 2025-09-07T07:15:08.2276423Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:15:08.2279907Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_random.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:15:08.227746] 2025-09-07T07:15:10.9471891Z 2025-09-07T07:15:10.9473505Z torch_np/test_random 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_random_1.1_02b22603833bcf58_.log 2025-09-07T07:15:10.9474694Z Running 0 items in this shard: 2025-09-07T07:15:10.9474833Z 2025-09-07T07:15:10.9476055Z Running inductor/test_triton_heuristics 1/1 ... [2025-09-07 07:15:10.947353] 2025-09-07T07:15:10.9476394Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:15:10.9480737Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_heuristics.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:15:10.947765] 2025-09-07T07:15:16.6726300Z 2025-09-07T07:15:16.6727313Z inductor/test_triton_heuristics 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_heuristics_1.1_8b98cc2669233fe6_.log 2025-09-07T07:15:16.6728386Z Running 0 items in this shard: 2025-09-07T07:15:16.6728575Z 2025-09-07T07:15:16.6728987Z Running export/test_schema 1/1 ... [2025-09-07 07:15:16.672724] 2025-09-07T07:15:16.6729292Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:15:16.6732560Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_schema.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:15:16.673046] 2025-09-07T07:15:19.3924600Z 2025-09-07T07:15:19.3925567Z export/test_schema 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_schema_1.1_22855de98971c3c3_.log 2025-09-07T07:15:19.3926363Z Running 0 items in this shard: 2025-09-07T07:15:19.3926684Z 2025-09-07T07:15:19.3927027Z Running dynamo/test_reconstruct 1/1 ... [2025-09-07 07:15:19.392509] 2025-09-07T07:15:19.3927416Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:15:19.3930932Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_reconstruct.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:15:19.392853] 2025-09-07T07:15:25.1172039Z 2025-09-07T07:15:25.1173473Z dynamo/test_reconstruct 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_reconstruct_1.1_2e69029610376bf3_.log 2025-09-07T07:15:25.1174878Z Running 0 items in this shard: 2025-09-07T07:15:25.1175213Z 2025-09-07T07:15:25.1177062Z Running inductor/test_helion_kernels 1/1 ... [2025-09-07 07:15:25.117441] 2025-09-07T07:15:25.1177396Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:15:25.1180297Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_helion_kernels.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:15:25.117843] 2025-09-07T07:15:30.8923524Z 2025-09-07T07:15:30.8924374Z inductor/test_helion_kernels 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_helion_kernels_1.1_b8b613bc09db8824_.log 2025-09-07T07:15:30.8925117Z Running 0 items in this shard: 2025-09-07T07:15:30.8925287Z 2025-09-07T07:15:30.8926548Z Running test_compile_benchmark_util 1/1 ... [2025-09-07 07:15:30.892442] 2025-09-07T07:15:30.8926959Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:15:30.8930681Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_compile_benchmark_util.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:15:30.892793] 2025-09-07T07:15:33.8124012Z 2025-09-07T07:15:33.8124978Z test_compile_benchmark_util 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_compile_benchmark_util_1.1_3aa2ecbedeaab75b_.log 2025-09-07T07:15:33.8125731Z Running 0 items in this shard: 2025-09-07T07:15:33.8125906Z 2025-09-07T07:15:33.8127894Z Running export/test_upgrader 1/1 ... [2025-09-07 07:15:33.812545] 2025-09-07T07:15:33.8128324Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:15:33.8131818Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_upgrader.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:15:33.812880] 2025-09-07T07:15:36.5320972Z 2025-09-07T07:15:36.5322098Z export/test_upgrader 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_upgrader_1.1_dc725368fb642f25_.log 2025-09-07T07:15:36.5322864Z Running 0 items in this shard: 2025-09-07T07:15:36.5330837Z 2025-09-07T07:15:36.5331258Z Running higher_order_ops/test_invoke_subgraph 1/1 ... [2025-09-07 07:15:36.532264] 2025-09-07T07:15:36.5331848Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:15:36.5332762Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'higher_order_ops/test_invoke_subgraph.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:15:36.532641] 2025-09-07T07:15:42.3071676Z 2025-09-07T07:15:42.3073015Z higher_order_ops/test_invoke_subgraph 1/1 was successful, full logs can be found in artifacts with path test/test-reports/higher_order_ops.test_invoke_subgraph_1.1_c24c70e4fe217eb2_.log 2025-09-07T07:15:42.3074010Z Running 0 items in this shard: 2025-09-07T07:15:42.3074194Z 2025-09-07T07:15:42.3074684Z Running test_optim 1/1 ... [2025-09-07 07:15:42.307270] 2025-09-07T07:15:42.3075218Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:15:42.3079032Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_optim.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:15:42.307608] 2025-09-07T07:15:46.4292806Z 2025-09-07T07:15:46.4294364Z test_optim 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_optim_1.1_d77ab684e8ff6977_.log 2025-09-07T07:15:46.4295061Z Running 0 items in this shard: 2025-09-07T07:15:46.4295242Z 2025-09-07T07:15:46.4297097Z Running functorch/test_ops 3/6 ... [2025-09-07 07:15:46.429488] 2025-09-07T07:15:46.4297736Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:15:46.4301230Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_ops.py', '-m', 'serial', '--shard-id=3', '--num-shards=6', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:15:46.429824] 2025-09-07T07:15:52.6548669Z 2025-09-07T07:15:52.6549876Z functorch/test_ops 3/6 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ops_3.6_f15cb5b54dc26ba0_.log 2025-09-07T07:15:52.6550567Z Running 0 items in this shard: 2025-09-07T07:15:52.6550749Z 2025-09-07T07:15:52.6552284Z Running test_meta 3/4 ... [2025-09-07 07:15:52.655026] 2025-09-07T07:15:52.6552821Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:15:52.6556273Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_meta.py', '-m', 'serial', '--shard-id=3', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:15:52.655359] 2025-09-07T07:16:04.6390522Z 2025-09-07T07:16:04.6391518Z test_meta 3/4 was successful, full logs can be found in artifacts with path test/test-reports/test_meta_3.4_9a55f9ff0a58f629_.log 2025-09-07T07:16:04.6392163Z Running 0 items in this shard: 2025-09-07T07:16:04.6392344Z 2025-09-07T07:16:04.6394521Z Running test_meta 4/4 ... [2025-09-07 07:16:04.639206] 2025-09-07T07:16:04.6395067Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:16:04.6398899Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_meta.py', '-m', 'serial', '--shard-id=4', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:16:04.639612] 2025-09-07T07:16:16.6739267Z 2025-09-07T07:16:16.6740648Z test_meta 4/4 was successful, full logs can be found in artifacts with path test/test-reports/test_meta_4.4_85ad3ce54da25b46_.log 2025-09-07T07:16:16.6741300Z Running 0 items in this shard: 2025-09-07T07:16:16.6741483Z 2025-09-07T07:16:16.6742953Z Running xpu/test_gemm 1/1 ... [2025-09-07 07:16:16.674091] 2025-09-07T07:16:16.6743526Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:16:16.6747144Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'xpu/test_gemm.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:16:16.674431] 2025-09-07T07:16:19.7784169Z 2025-09-07T07:16:19.7785219Z xpu/test_gemm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/xpu.test_gemm_1.1_0f5d3939cd78630b_.log 2025-09-07T07:16:19.7785883Z Running 0 items in this shard: 2025-09-07T07:16:19.7786469Z 2025-09-07T07:16:19.7788385Z Running inductor/test_compile 1/1 ... [2025-09-07 07:16:19.778616] 2025-09-07T07:16:19.7788995Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:16:19.7793067Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compile.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:16:19.779059] 2025-09-07T07:16:25.5037571Z 2025-09-07T07:16:25.5038388Z inductor/test_compile 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compile_1.1_b215ae8397558e4e_.log 2025-09-07T07:16:25.5039119Z Running 0 items in this shard: 2025-09-07T07:16:25.5039314Z 2025-09-07T07:16:25.5040695Z Running test_pruning_op 1/1 ... [2025-09-07 07:16:25.503850] 2025-09-07T07:16:25.5041070Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:16:25.5044097Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_pruning_op.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:16:25.504159] 2025-09-07T07:16:28.2236930Z 2025-09-07T07:16:28.2238425Z test_pruning_op 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_pruning_op_1.1_d61f15ac84dd1db0_.log 2025-09-07T07:16:28.2239083Z Running 0 items in this shard: 2025-09-07T07:16:28.2239260Z 2025-09-07T07:16:28.2240827Z Running inductor/test_multi_kernel 1/1 ... [2025-09-07 07:16:28.223878] 2025-09-07T07:16:28.2241250Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:16:28.2244335Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_multi_kernel.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:16:28.224196] 2025-09-07T07:16:33.9985407Z 2025-09-07T07:16:33.9986417Z inductor/test_multi_kernel 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_multi_kernel_1.1_6499b2ba99a6d4d2_.log 2025-09-07T07:16:33.9987237Z Running 0 items in this shard: 2025-09-07T07:16:33.9987456Z 2025-09-07T07:16:33.9988398Z Running inductor/test_decompose_mem_bound_mm 1/1 ... [2025-09-07 07:16:33.998631] 2025-09-07T07:16:33.9988946Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:16:33.9992329Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_decompose_mem_bound_mm.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:16:33.998962] 2025-09-07T07:16:39.8236067Z 2025-09-07T07:16:39.8237793Z inductor/test_decompose_mem_bound_mm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_decompose_mem_bound_mm_1.1_1b2bbc43c3658cb5_.log 2025-09-07T07:16:39.8238617Z Running 0 items in this shard: 2025-09-07T07:16:39.8238757Z 2025-09-07T07:16:39.8241217Z Running inductor/test_block_analysis 1/1 ... [2025-09-07 07:16:39.823898] 2025-09-07T07:16:39.8241581Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:16:39.8244541Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_block_analysis.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:16:39.824245] 2025-09-07T07:16:45.5988655Z 2025-09-07T07:16:45.5989947Z inductor/test_block_analysis 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_block_analysis_1.1_44e296f38c84a2ef_.log 2025-09-07T07:16:45.5991164Z Running 0 items in this shard: 2025-09-07T07:16:45.5991444Z 2025-09-07T07:16:45.5993597Z Running inductor/test_minifier_isolate 1/1 ... [2025-09-07 07:16:45.599057] 2025-09-07T07:16:45.5994306Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:16:45.5997121Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_minifier_isolate.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:16:45.599486] 2025-09-07T07:16:51.4244155Z 2025-09-07T07:16:51.4245641Z inductor/test_minifier_isolate 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_minifier_isolate_1.1_c124e5029ec0af5e_.log 2025-09-07T07:16:51.4247306Z Running 0 items in this shard: 2025-09-07T07:16:51.4247531Z 2025-09-07T07:16:51.4249463Z Running export/test_swap 1/1 ... [2025-09-07 07:16:51.424750] 2025-09-07T07:16:51.4249850Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:16:51.4253215Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_swap.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:16:51.425109] 2025-09-07T07:16:54.1446439Z 2025-09-07T07:16:54.1447651Z export/test_swap 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_swap_1.1_a26231f267e44ba7_.log 2025-09-07T07:16:54.1448884Z Running 0 items in this shard: 2025-09-07T07:16:54.1449234Z 2025-09-07T07:16:54.1451521Z Running functorch/test_dims 1/1 ... [2025-09-07 07:16:54.144977] 2025-09-07T07:16:54.1451915Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:16:54.1455343Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_dims.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:16:54.145320] 2025-09-07T07:16:57.0151065Z 2025-09-07T07:16:57.0152363Z functorch/test_dims 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_dims_1.1_6b0c32eee519ff43_.log 2025-09-07T07:16:57.0153058Z Running 0 items in this shard: 2025-09-07T07:16:57.0153244Z 2025-09-07T07:16:57.0155248Z Running profiler/test_profiler 1/1 ... [2025-09-07 07:16:57.015309] 2025-09-07T07:16:57.0155648Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:16:57.0159075Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_profiler.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:16:57.015654] 2025-09-07T07:17:00.3363659Z 2025-09-07T07:17:00.3365038Z profiler/test_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_profiler_1.1_7418595211638b8a_.log 2025-09-07T07:17:00.3369079Z Running 10 items in this shard: test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_basic_work_in_main_thread_False, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_basic_work_in_main_thread_True, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_close_in_scope_work_in_main_thread_False, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_close_in_scope_work_in_main_thread_True, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_complex_work_in_main_thread_False, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_complex_work_in_main_thread_True, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_multiple_preexisting_work_in_main_thread_False, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_multiple_preexisting_work_in_main_thread_True, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_open_in_scope_work_in_main_thread_False, test/profiler/test_profiler.py::TestProfiler::test_source_multithreaded_open_in_scope_work_in_main_thread_True 2025-09-07T07:17:00.3372549Z 2025-09-07T07:17:00.3372734Z Running inductor/test_op_dtype_prop 1/1 ... [2025-09-07 07:17:00.336596] 2025-09-07T07:17:00.3373053Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:17:00.3373821Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_op_dtype_prop.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:17:00.336942] 2025-09-07T07:17:07.0130574Z 2025-09-07T07:17:07.0131479Z inductor/test_op_dtype_prop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_op_dtype_prop_1.1_cd2f6433c2aa88b9_.log 2025-09-07T07:17:07.0132231Z Running 0 items in this shard: 2025-09-07T07:17:07.0132403Z 2025-09-07T07:17:07.0133827Z Running inductor/test_mkldnn_pattern_matcher 2/2 ... [2025-09-07 07:17:07.013180] 2025-09-07T07:17:07.0134303Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:17:07.0137322Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_mkldnn_pattern_matcher.py', '-m', 'serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:17:07.013483] 2025-09-07T07:17:13.0387235Z 2025-09-07T07:17:13.0388174Z inductor/test_mkldnn_pattern_matcher 2/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mkldnn_pattern_matcher_2.2_1960187e5ee145ee_.log 2025-09-07T07:17:13.0389077Z Running 0 items in this shard: 2025-09-07T07:17:13.0389263Z 2025-09-07T07:17:13.0390143Z Running dynamo/test_optimizers 1/1 ... [2025-09-07 07:17:13.038824] 2025-09-07T07:17:13.0390525Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:17:13.0393956Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_optimizers.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:17:13.039150] 2025-09-07T07:17:15.9586299Z 2025-09-07T07:17:15.9587036Z dynamo/test_optimizers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_optimizers_1.1_541e432140447dad_.log 2025-09-07T07:17:15.9587762Z Running 0 items in this shard: 2025-09-07T07:17:15.9587938Z 2025-09-07T07:17:15.9589640Z Running functorch/test_ac 1/1 ... [2025-09-07 07:17:15.958767] 2025-09-07T07:17:15.9590013Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:17:15.9593438Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_ac.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:17:15.959103] 2025-09-07T07:17:21.6835542Z 2025-09-07T07:17:21.6836405Z functorch/test_ac 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ac_1.1_01256132bb42d51d_.log 2025-09-07T07:17:21.6837625Z Running 0 items in this shard: 2025-09-07T07:17:21.6837829Z 2025-09-07T07:17:21.6838088Z Running inductor/test_dependencies 1/1 ... [2025-09-07 07:17:21.683610] 2025-09-07T07:17:21.6838487Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:17:21.6841987Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_dependencies.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:17:21.683929] 2025-09-07T07:17:27.4087329Z 2025-09-07T07:17:27.4088187Z inductor/test_dependencies 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_dependencies_1.1_4278f6894461e237_.log 2025-09-07T07:17:27.4088948Z Running 0 items in this shard: 2025-09-07T07:17:27.4089513Z 2025-09-07T07:17:27.4091388Z Running test_content_store 1/1 ... [2025-09-07 07:17:27.408916] 2025-09-07T07:17:27.4091786Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:17:27.4095138Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_content_store.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:17:27.409270] 2025-09-07T07:17:30.5795997Z 2025-09-07T07:17:30.5797384Z test_content_store 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_content_store_1.1_07851601983506a6_.log 2025-09-07T07:17:30.5798679Z Running 0 items in this shard: 2025-09-07T07:17:30.5799158Z 2025-09-07T07:17:30.5800826Z Running inductor/test_custom_lowering 1/1 ... [2025-09-07 07:17:30.579785] 2025-09-07T07:17:30.5801186Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:17:30.5804252Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_custom_lowering.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:17:30.580191] 2025-09-07T07:17:36.1544503Z 2025-09-07T07:17:36.1545424Z inductor/test_custom_lowering 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_custom_lowering_1.1_cdaf6788d80d3511_.log 2025-09-07T07:17:36.1546215Z Running 0 items in this shard: 2025-09-07T07:17:36.1546393Z 2025-09-07T07:17:36.1547735Z Running dynamo/test_profiler 1/1 ... [2025-09-07 07:17:36.154574] 2025-09-07T07:17:36.1548128Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:17:36.1551397Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_profiler.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:17:36.154890] 2025-09-07T07:17:39.0244987Z 2025-09-07T07:17:39.0246617Z dynamo/test_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_profiler_1.1_7ac25e916ef81811_.log 2025-09-07T07:17:39.0247476Z Running 0 items in this shard: 2025-09-07T07:17:39.0247648Z 2025-09-07T07:17:39.0249955Z Running inductor/test_needs_exact_strides 1/1 ... [2025-09-07 07:17:39.024758] 2025-09-07T07:17:39.0250387Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:17:39.0253337Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_needs_exact_strides.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:17:39.025089] 2025-09-07T07:17:44.7495002Z 2025-09-07T07:17:44.7495924Z inductor/test_needs_exact_strides 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_needs_exact_strides_1.1_2308f61ab13f0fc2_.log 2025-09-07T07:17:44.7496788Z Running 0 items in this shard: 2025-09-07T07:17:44.7496973Z 2025-09-07T07:17:44.7498037Z Running inductor/test_config 1/1 ... [2025-09-07 07:17:44.749580] 2025-09-07T07:17:44.7498439Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:17:44.7501725Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_config.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:17:44.749927] 2025-09-07T07:17:50.3236957Z 2025-09-07T07:17:50.3237798Z inductor/test_config 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_config_1.1_d70f7eeb9d6bdfd4_.log 2025-09-07T07:17:50.3238700Z Running 0 items in this shard: 2025-09-07T07:17:50.3238880Z 2025-09-07T07:17:50.3239798Z Running dynamo/test_sources 1/1 ... [2025-09-07 07:17:50.323789] 2025-09-07T07:17:50.3240581Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:17:50.3243769Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_sources.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:17:50.324115] 2025-09-07T07:17:53.0438273Z 2025-09-07T07:17:53.0439113Z dynamo/test_sources 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_sources_1.1_09e738dca086c960_.log 2025-09-07T07:17:53.0439685Z Running 0 items in this shard: 2025-09-07T07:17:53.0439826Z 2025-09-07T07:17:53.0441823Z Running dynamo/test_base_hop 1/1 ... [2025-09-07 07:17:53.044003] 2025-09-07T07:17:53.0442133Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:17:53.0445407Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_base_hop.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:17:53.044327] 2025-09-07T07:17:55.9639520Z 2025-09-07T07:17:55.9640367Z dynamo/test_base_hop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_base_hop_1.1_661e21ab3287734d_.log 2025-09-07T07:17:55.9641060Z Running 0 items in this shard: 2025-09-07T07:17:55.9641240Z 2025-09-07T07:17:55.9643269Z Running inductor/test_fused_attention 1/1 ... [2025-09-07 07:17:55.964073] 2025-09-07T07:17:55.9643694Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:17:55.9646934Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_fused_attention.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:17:55.964401] 2025-09-07T07:18:01.7392806Z 2025-09-07T07:18:01.7394295Z inductor/test_fused_attention 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_fused_attention_1.1_2198a42130a120ab_.log 2025-09-07T07:18:01.7396005Z Running 0 items in this shard: 2025-09-07T07:18:01.7396204Z 2025-09-07T07:18:01.7396954Z Running export/test_nativert 1/1 ... [2025-09-07 07:18:01.739449] 2025-09-07T07:18:01.7397342Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:18:01.7400561Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_nativert.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:18:01.739822] 2025-09-07T07:18:07.5649887Z 2025-09-07T07:18:07.5652045Z export/test_nativert 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_nativert_1.1_de49e5a86697277e_.log 2025-09-07T07:18:07.5654200Z Running 0 items in this shard: 2025-09-07T07:18:07.5654738Z 2025-09-07T07:18:07.5657205Z Running dynamo/test_backends 1/1 ... [2025-09-07 07:18:07.565386] 2025-09-07T07:18:07.5660410Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:18:07.5661527Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_backends.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:18:07.565869] 2025-09-07T07:18:13.5407647Z 2025-09-07T07:18:13.5408510Z dynamo/test_backends 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_backends_1.1_ed2c08a41e6bf3f9_.log 2025-09-07T07:18:13.5409210Z Running 0 items in this shard: 2025-09-07T07:18:13.5409395Z 2025-09-07T07:18:13.5410860Z Running dynamo/test_verify_correctness 1/1 ... [2025-09-07 07:18:13.540841] 2025-09-07T07:18:13.5411293Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:18:13.5414841Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_verify_correctness.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:18:13.541202] 2025-09-07T07:18:16.4609297Z 2025-09-07T07:18:16.4610505Z dynamo/test_verify_correctness 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_verify_correctness_1.1_3b26b8d25563805e_.log 2025-09-07T07:18:16.4611537Z Running 0 items in this shard: 2025-09-07T07:18:16.4611723Z 2025-09-07T07:18:16.4612664Z Running dynamo/test_python_dispatcher 1/1 ... [2025-09-07 07:18:16.461044] 2025-09-07T07:18:16.4613095Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:18:16.4616764Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_python_dispatcher.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:18:16.461407] 2025-09-07T07:18:19.6317368Z 2025-09-07T07:18:19.6318917Z dynamo/test_python_dispatcher 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_python_dispatcher_1.1_44e3bce226831f0a_.log 2025-09-07T07:18:19.6320478Z Running 0 items in this shard: 2025-09-07T07:18:19.6320738Z 2025-09-07T07:18:19.6321434Z Running test_set_default_mobile_cpu_allocator 1/1 ... [2025-09-07 07:18:19.631896] 2025-09-07T07:18:19.6321783Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:18:19.6324955Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_set_default_mobile_cpu_allocator.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:18:19.632271] 2025-09-07T07:18:22.3516990Z 2025-09-07T07:18:22.3517925Z test_set_default_mobile_cpu_allocator 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_set_default_mobile_cpu_allocator_1.1_ec30294a68c7d2b9_.log 2025-09-07T07:18:22.3518964Z Running 0 items in this shard: 2025-09-07T07:18:22.3519175Z 2025-09-07T07:18:22.3519406Z Running torch_np/test_indexing 1/1 ... [2025-09-07 07:18:22.351739] 2025-09-07T07:18:22.3519896Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:18:22.3523027Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_indexing.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:18:22.352043] 2025-09-07T07:18:25.0716301Z 2025-09-07T07:18:25.0717156Z torch_np/test_indexing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_indexing_1.1_d65a9bc27c8538dd_.log 2025-09-07T07:18:25.0717865Z Running 0 items in this shard: 2025-09-07T07:18:25.0718050Z 2025-09-07T07:18:25.0719429Z Running torch_np/test_scalars_0D_arrays 1/1 ... [2025-09-07 07:18:25.071737] 2025-09-07T07:18:25.0719895Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:18:25.0723397Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_scalars_0D_arrays.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:18:25.072064] 2025-09-07T07:18:27.7916311Z 2025-09-07T07:18:27.7917636Z torch_np/test_scalars_0D_arrays 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_scalars_0D_arrays_1.1_a3de9ffbb71e77c2_.log 2025-09-07T07:18:27.7918260Z Running 0 items in this shard: 2025-09-07T07:18:27.7918407Z 2025-09-07T07:18:27.7920236Z Running test_numba_integration 1/1 ... [2025-09-07 07:18:27.791842] 2025-09-07T07:18:27.7920644Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:18:27.7923860Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_numba_integration.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:18:27.792172] 2025-09-07T07:18:30.7620381Z 2025-09-07T07:18:30.7621279Z test_numba_integration 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_numba_integration_1.1_0d20ec672070861b_.log 2025-09-07T07:18:30.7622002Z Running 0 items in this shard: 2025-09-07T07:18:30.7622183Z 2025-09-07T07:18:30.7623703Z Running dynamo/test_cudagraphs 1/1 ... [2025-09-07 07:18:30.762164] 2025-09-07T07:18:30.7624098Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:18:30.7627352Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_cudagraphs.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:18:30.762489] 2025-09-07T07:18:33.6823102Z 2025-09-07T07:18:33.6823995Z dynamo/test_cudagraphs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_cudagraphs_1.1_a663de70c02f3a19_.log 2025-09-07T07:18:33.6824712Z Running 0 items in this shard: 2025-09-07T07:18:33.6824877Z 2025-09-07T07:18:33.6826302Z Running dynamo/test_deviceguard 1/1 ... [2025-09-07 07:18:33.682431] 2025-09-07T07:18:33.6826693Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:18:33.6829851Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_deviceguard.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:18:33.682745] 2025-09-07T07:18:36.8527673Z 2025-09-07T07:18:36.8528558Z dynamo/test_deviceguard 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_deviceguard_1.1_8fc65bcc845fb080_.log 2025-09-07T07:18:36.8529326Z Running 0 items in this shard: 2025-09-07T07:18:36.8529504Z 2025-09-07T07:18:36.8530410Z Running torch_np/numpy_tests/lib/test_function_base 1/1 ... [2025-09-07 07:18:36.852841] 2025-09-07T07:18:36.8530884Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:18:36.8534813Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_function_base.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:18:36.853232] 2025-09-07T07:18:39.6728669Z 2025-09-07T07:18:39.6729673Z torch_np/numpy_tests/lib/test_function_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_function_base_1.1_38a6da5184856212_.log 2025-09-07T07:18:39.6730686Z Running 0 items in this shard: 2025-09-07T07:18:39.6730927Z 2025-09-07T07:18:39.6731463Z Running test_tensorboard 1/1 ... [2025-09-07 07:18:39.672959] 2025-09-07T07:18:39.6731886Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:18:39.6735816Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_tensorboard.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:18:39.673298] 2025-09-07T07:18:42.7431059Z 2025-09-07T07:18:42.7431849Z test_tensorboard 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_tensorboard_1.1_f25715d32793dc0b_.log 2025-09-07T07:18:42.7432516Z Running 0 items in this shard: 2025-09-07T07:18:42.7432704Z 2025-09-07T07:18:42.7434370Z Running dynamo/test_higher_order_ops 1/1 ... [2025-09-07 07:18:42.743212] 2025-09-07T07:18:42.7434819Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:18:42.7437901Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_higher_order_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:18:42.743539] 2025-09-07T07:18:49.2189501Z 2025-09-07T07:18:49.2190583Z dynamo/test_higher_order_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_higher_order_ops_1.1_19cb38f03fbf10a5_.log 2025-09-07T07:18:49.2191365Z Running 0 items in this shard: 2025-09-07T07:18:49.2191548Z 2025-09-07T07:18:49.2193513Z Running dynamo/test_comptime 1/1 ... [2025-09-07 07:18:49.219125] 2025-09-07T07:18:49.2193926Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:18:49.2197298Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_comptime.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:18:49.219503] 2025-09-07T07:18:52.1395660Z 2025-09-07T07:18:52.1397279Z dynamo/test_comptime 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_comptime_1.1_290c65762f11430b_.log 2025-09-07T07:18:52.1397960Z Running 0 items in this shard: 2025-09-07T07:18:52.1398111Z 2025-09-07T07:18:52.1399807Z Running test_datapipe 1/1 ... [2025-09-07 07:18:52.139797] 2025-09-07T07:18:52.1400113Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:18:52.1403495Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_datapipe.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:18:52.140133] 2025-09-07T07:18:54.9100298Z 2025-09-07T07:18:54.9101225Z test_datapipe 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_datapipe_1.1_5534a798b23e7249_.log 2025-09-07T07:18:54.9101872Z Running 0 items in this shard: 2025-09-07T07:18:54.9102044Z 2025-09-07T07:18:54.9103947Z Running dynamo/test_debug_utils 1/1 ... [2025-09-07 07:18:54.910184] 2025-09-07T07:18:54.9104358Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:18:54.9107802Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_debug_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:18:54.910525] 2025-09-07T07:18:58.2314560Z 2025-09-07T07:18:58.2315647Z dynamo/test_debug_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_debug_utils_1.1_474589fb38205b40_.log 2025-09-07T07:18:58.2316416Z Running 0 items in this shard: 2025-09-07T07:18:58.2316593Z 2025-09-07T07:18:58.2316764Z Running test_out_dtype_op 1/1 ... [2025-09-07 07:18:58.231462] 2025-09-07T07:18:58.2317109Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:18:58.2321166Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_out_dtype_op.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:18:58.231841] 2025-09-07T07:19:01.5525062Z 2025-09-07T07:19:01.5526115Z test_out_dtype_op 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_out_dtype_op_1.1_c580f2c58f2e121d_.log 2025-09-07T07:19:01.5526870Z Running 0 items in this shard: 2025-09-07T07:19:01.5527045Z 2025-09-07T07:19:01.5529547Z Running functorch/test_eager_transforms 1/1 ... [2025-09-07 07:19:01.552717] 2025-09-07T07:19:01.5529979Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:19:01.5533122Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_eager_transforms.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:19:01.553066] 2025-09-07T07:19:05.8756180Z 2025-09-07T07:19:05.8757786Z functorch/test_eager_transforms 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_eager_transforms_1.1_eb6db7d24704217b_.log 2025-09-07T07:19:05.8759265Z Running 0 items in this shard: 2025-09-07T07:19:05.8759554Z 2025-09-07T07:19:05.8760272Z Running export/test_hop 1/1 ... [2025-09-07 07:19:05.875796] 2025-09-07T07:19:05.8760648Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:19:05.8764340Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_hop.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:19:05.876199] 2025-09-07T07:19:09.6475162Z 2025-09-07T07:19:09.6475963Z export/test_hop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_hop_1.1_c5d091f9106fe916_.log 2025-09-07T07:19:09.6476619Z Running 0 items in this shard: 2025-09-07T07:19:09.6476820Z 2025-09-07T07:19:09.6478370Z Running profiler/test_cpp_thread 1/1 ... [2025-09-07 07:19:09.647601] 2025-09-07T07:19:09.6478812Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:19:09.6481812Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_cpp_thread.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:19:09.647942] 2025-09-07T07:19:14.3210271Z 2025-09-07T07:19:14.3211188Z profiler/test_cpp_thread 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_cpp_thread_1.1_8f1181ed95eb6537_.log 2025-09-07T07:19:14.3211944Z Running 0 items in this shard: 2025-09-07T07:19:14.3212117Z 2025-09-07T07:19:14.3213696Z Running inductor/test_auto_functionalize 1/1 ... [2025-09-07 07:19:14.321156] 2025-09-07T07:19:14.3214134Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:19:14.3217582Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_auto_functionalize.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:19:14.321509] 2025-09-07T07:19:17.2416441Z 2025-09-07T07:19:17.2417987Z inductor/test_auto_functionalize 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_auto_functionalize_1.1_304fab28c9e9ac32_.log 2025-09-07T07:19:17.2418764Z Running 0 items in this shard: 2025-09-07T07:19:17.2418907Z 2025-09-07T07:19:17.2420960Z Running test_cuda_sanitizer 1/1 ... [2025-09-07 07:19:17.241900] 2025-09-07T07:19:17.2421273Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:19:17.2424751Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_cuda_sanitizer.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:19:17.242257] 2025-09-07T07:19:19.9615301Z 2025-09-07T07:19:19.9616496Z test_cuda_sanitizer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_sanitizer_1.1_ec74d9a37aa2d1ef_.log 2025-09-07T07:19:19.9617230Z Running 0 items in this shard: 2025-09-07T07:19:19.9617447Z 2025-09-07T07:19:19.9619092Z Running inductor/test_efficient_conv_bn_eval 1/1 ... [2025-09-07 07:19:19.961675] 2025-09-07T07:19:19.9619567Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:19:19.9622605Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_efficient_conv_bn_eval.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:19:19.962029] 2025-09-07T07:19:26.1874152Z 2025-09-07T07:19:26.1875778Z inductor/test_efficient_conv_bn_eval 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_efficient_conv_bn_eval_1.1_08028e3f72573481_.log 2025-09-07T07:19:26.1877045Z Running 0 items in this shard: 2025-09-07T07:19:26.1877235Z 2025-09-07T07:19:26.1878878Z Running dynamo/test_error_messages 1/1 ... [2025-09-07 07:19:26.187684] 2025-09-07T07:19:26.1879301Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:19:26.1882395Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_error_messages.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:19:26.188014] 2025-09-07T07:19:29.0578790Z 2025-09-07T07:19:29.0579628Z dynamo/test_error_messages 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_error_messages_1.1_b23487d88585dbbc_.log 2025-09-07T07:19:29.0580375Z Running 0 items in this shard: 2025-09-07T07:19:29.0580592Z 2025-09-07T07:19:29.0582642Z Running inductor/test_unbacked_symints 1/1 ... [2025-09-07 07:19:29.058063] 2025-09-07T07:19:29.0583068Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:19:29.0586584Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_unbacked_symints.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:19:29.058412] 2025-09-07T07:19:34.9834868Z 2025-09-07T07:19:34.9835772Z inductor/test_unbacked_symints 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_unbacked_symints_1.1_7246e0c9881a7e66_.log 2025-09-07T07:19:34.9836573Z Running 0 items in this shard: 2025-09-07T07:19:34.9836739Z 2025-09-07T07:19:34.9838705Z Running inductor/test_mps_basic 1/1 ... [2025-09-07 07:19:34.983631] 2025-09-07T07:19:34.9839112Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:19:34.9842392Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_mps_basic.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:19:34.983984] 2025-09-07T07:19:41.1136324Z 2025-09-07T07:19:41.1137228Z inductor/test_mps_basic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mps_basic_1.1_a4fd1948af0bae95_.log 2025-09-07T07:19:41.1137966Z 2025-09-07T07:19:41.1140317Z Running torch_np/numpy_tests/core/test_indexing 1/1 ... [2025-09-07 07:19:41.113812] 2025-09-07T07:19:41.1140794Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:19:41.1144298Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_indexing.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:19:41.114171] 2025-09-07T07:19:43.8557642Z 2025-09-07T07:19:43.8559942Z torch_np/numpy_tests/core/test_indexing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_indexing_1.1_9fb4052fb36be439_.log 2025-09-07T07:19:43.8561125Z Running 0 items in this shard: 2025-09-07T07:19:43.8561267Z 2025-09-07T07:19:43.8561957Z Running dynamo/test_decorators 1/1 ... [2025-09-07 07:19:43.855992] 2025-09-07T07:19:43.8562286Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:19:43.8565738Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_decorators.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:19:43.856379] 2025-09-07T07:19:46.7762724Z 2025-09-07T07:19:46.7764160Z dynamo/test_decorators 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_decorators_1.1_cb6a82f5956ad4d1_.log 2025-09-07T07:19:46.7766208Z Running 0 items in this shard: 2025-09-07T07:19:46.7766540Z 2025-09-07T07:19:46.7770245Z Running nn/test_lazy_modules 1/1 ... [2025-09-07 07:19:46.776606] 2025-09-07T07:19:46.7770647Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:19:46.7774377Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_lazy_modules.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:19:46.777153] 2025-09-07T07:19:49.7468976Z 2025-09-07T07:19:49.7469924Z nn/test_lazy_modules 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_lazy_modules_1.1_c8f5d95c7b10ffad_.log 2025-09-07T07:19:49.7470631Z Running 0 items in this shard: 2025-09-07T07:19:49.7470885Z 2025-09-07T07:19:49.7472333Z Running test_fx_reinplace_pass 1/1 ... [2025-09-07 07:19:49.746982] 2025-09-07T07:19:49.7472788Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:19:49.7475806Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_fx_reinplace_pass.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:19:49.747331] 2025-09-07T07:19:52.4669695Z 2025-09-07T07:19:52.4670582Z test_fx_reinplace_pass 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_fx_reinplace_pass_1.1_4d07ac55391d3ea0_.log 2025-09-07T07:19:52.4671288Z Running 0 items in this shard: 2025-09-07T07:19:52.4671468Z 2025-09-07T07:19:52.4672911Z Running torch_np/numpy_tests/lib/test_type_check 1/1 ... [2025-09-07 07:19:52.467071] 2025-09-07T07:19:52.4673354Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:19:52.4676940Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_type_check.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:19:52.467412] 2025-09-07T07:19:55.1866305Z 2025-09-07T07:19:55.1867274Z torch_np/numpy_tests/lib/test_type_check 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_type_check_1.1_33471a120b21ca21_.log 2025-09-07T07:19:55.1868115Z Running 0 items in this shard: 2025-09-07T07:19:55.1868287Z 2025-09-07T07:19:55.1869967Z Running inductor/test_custom_partitioner_fn 1/1 ... [2025-09-07 07:19:55.186795] 2025-09-07T07:19:55.1870331Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:19:55.1873812Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_custom_partitioner_fn.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:19:55.187165] 2025-09-07T07:20:00.9618123Z 2025-09-07T07:20:00.9619226Z inductor/test_custom_partitioner_fn 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_custom_partitioner_fn_1.1_beb47b8b0add9343_.log 2025-09-07T07:20:00.9619913Z Running 0 items in this shard: 2025-09-07T07:20:00.9620066Z 2025-09-07T07:20:00.9620787Z Running test_type_info 1/1 ... [2025-09-07 07:20:00.961902] 2025-09-07T07:20:00.9621079Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:20:00.9624961Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_type_info.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:20:00.962236] 2025-09-07T07:20:03.6315170Z 2025-09-07T07:20:03.6316385Z test_type_info 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_type_info_1.1_971a0786ff0a00e1_.log 2025-09-07T07:20:03.6317598Z Running 0 items in this shard: 2025-09-07T07:20:03.6317738Z 2025-09-07T07:20:03.6320014Z Running dynamo/test_unspec 1/1 ... [2025-09-07 07:20:03.631812] 2025-09-07T07:20:03.6320339Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:20:03.6323694Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_unspec.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:20:03.632163] 2025-09-07T07:20:07.0023579Z 2025-09-07T07:20:07.0024371Z dynamo/test_unspec 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_unspec_1.1_033ba06575c623f2_.log 2025-09-07T07:20:07.0025063Z Running 0 items in this shard: 2025-09-07T07:20:07.0025233Z 2025-09-07T07:20:07.0026589Z Running lazy/test_functionalization 1/1 ... [2025-09-07 07:20:07.002451] 2025-09-07T07:20:07.0026999Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:20:07.0030522Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_functionalization.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:20:07.002801] 2025-09-07T07:20:09.7220972Z 2025-09-07T07:20:09.7222469Z lazy/test_functionalization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_functionalization_1.1_1e51ef4684f97618_.log 2025-09-07T07:20:09.7223394Z Running 0 items in this shard: 2025-09-07T07:20:09.7223566Z 2025-09-07T07:20:09.7226240Z Running dynamo/test_aot_compile 1/1 ... [2025-09-07 07:20:09.722381] 2025-09-07T07:20:09.7226650Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:20:09.7229960Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_aot_compile.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:20:09.722724] 2025-09-07T07:20:12.6422349Z 2025-09-07T07:20:12.6423227Z dynamo/test_aot_compile 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_aot_compile_1.1_426fd4d2309526e3_.log 2025-09-07T07:20:12.6425472Z Running 0 items in this shard: 2025-09-07T07:20:12.6425698Z 2025-09-07T07:20:12.6425942Z Running test_functionalization_of_rng_ops 1/1 ... [2025-09-07 07:20:12.642360] 2025-09-07T07:20:12.6426365Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:20:12.6432168Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_functionalization_of_rng_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:20:12.642750] 2025-09-07T07:20:15.9631810Z 2025-09-07T07:20:15.9632817Z test_functionalization_of_rng_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_functionalization_of_rng_ops_1.1_a8fa917cdeb6beb9_.log 2025-09-07T07:20:15.9633638Z Running 0 items in this shard: 2025-09-07T07:20:15.9633819Z 2025-09-07T07:20:15.9634695Z Running test_subclass 1/1 ... [2025-09-07 07:20:15.963237] 2025-09-07T07:20:15.9635070Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:20:15.9638181Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_subclass.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:20:15.963592] 2025-09-07T07:20:18.7331805Z 2025-09-07T07:20:18.7332696Z test_subclass 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_subclass_1.1_46c9ba8a3eec79bb_.log 2025-09-07T07:20:18.7333361Z Running 0 items in this shard: 2025-09-07T07:20:18.7333538Z 2025-09-07T07:20:18.7334960Z Running test_decomp 1/14 ... [2025-09-07 07:20:18.733278] 2025-09-07T07:20:18.7335731Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:20:18.7338932Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'serial', '--shard-id=1', '--num-shards=14', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:20:18.733634] 2025-09-07T07:20:24.6585372Z 2025-09-07T07:20:24.6586189Z test_decomp 1/14 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_1.14_b6ea923c5e973254_.log 2025-09-07T07:20:24.6586809Z Running 0 items in this shard: 2025-09-07T07:20:24.6586994Z 2025-09-07T07:20:24.6589204Z Running test_decomp 12/14 ... [2025-09-07 07:20:24.658714] 2025-09-07T07:20:24.6589586Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:20:24.6592910Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'serial', '--shard-id=12', '--num-shards=14', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:20:24.659058] 2025-09-07T07:20:30.5337597Z 2025-09-07T07:20:30.5338885Z test_decomp 12/14 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_12.14_9e12bdbdf8391c66_.log 2025-09-07T07:20:30.5340077Z Running 0 items in this shard: 2025-09-07T07:20:30.5340395Z 2025-09-07T07:20:30.5342008Z Running test_decomp 13/14 ... [2025-09-07 07:20:30.533997] 2025-09-07T07:20:30.5342301Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:20:30.5345794Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'serial', '--shard-id=13', '--num-shards=14', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:20:30.534379] 2025-09-07T07:20:36.4088068Z 2025-09-07T07:20:36.4088858Z test_decomp 13/14 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_13.14_71c6e83165660729_.log 2025-09-07T07:20:36.4089681Z Running 0 items in this shard: 2025-09-07T07:20:36.4089914Z 2025-09-07T07:20:36.4091054Z Running test_decomp 14/14 ... [2025-09-07 07:20:36.408893] 2025-09-07T07:20:36.4091413Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:20:36.4094833Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'serial', '--shard-id=14', '--num-shards=14', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:20:36.409247] 2025-09-07T07:20:42.3340845Z 2025-09-07T07:20:42.3341609Z test_decomp 14/14 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_14.14_d044586990bd5e14_.log 2025-09-07T07:20:42.3342260Z Running 0 items in this shard: 2025-09-07T07:20:42.3342431Z 2025-09-07T07:20:42.3344373Z Running test_sparse_csr 2/2 ... [2025-09-07 07:20:42.334235] 2025-09-07T07:20:42.3344759Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:20:42.3348774Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_sparse_csr.py', '-m', 'serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:20:42.334605] 2025-09-07T07:20:47.6082380Z 2025-09-07T07:20:47.6083923Z test_sparse_csr 2/2 was successful, full logs can be found in artifacts with path test/test-reports/test_sparse_csr_2.2_e0aeacda00fe9d49_.log 2025-09-07T07:20:47.6084926Z Running 0 items in this shard: 2025-09-07T07:20:47.6085067Z 2025-09-07T07:20:47.6086535Z Running test_scatter_gather_ops 1/1 ... [2025-09-07 07:20:47.608400] 2025-09-07T07:20:47.6086875Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:20:47.6090103Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_scatter_gather_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:20:47.608778] 2025-09-07T07:20:50.7289409Z 2025-09-07T07:20:50.7290287Z test_scatter_gather_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_scatter_gather_ops_1.1_55b8a5832ca61acc_.log 2025-09-07T07:20:50.7291212Z Running 0 items in this shard: 2025-09-07T07:20:50.7291499Z 2025-09-07T07:20:50.7292088Z Running dynamo/test_python_autograd 1/1 ... [2025-09-07 07:20:50.729011] 2025-09-07T07:20:50.7292503Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:20:50.7295907Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_python_autograd.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:20:50.729342] 2025-09-07T07:20:53.5990094Z 2025-09-07T07:20:53.5990993Z dynamo/test_python_autograd 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_python_autograd_1.1_85fa005ab2910ab9_.log 2025-09-07T07:20:53.5991799Z Running 0 items in this shard: 2025-09-07T07:20:53.5991974Z 2025-09-07T07:20:53.5994040Z Running torch_np/numpy_tests/core/test_scalar_methods 1/1 ... [2025-09-07 07:20:53.599162] 2025-09-07T07:20:53.5994542Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:20:53.5997699Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalar_methods.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:20:53.599501] 2025-09-07T07:20:56.3189893Z 2025-09-07T07:20:56.3191585Z torch_np/numpy_tests/core/test_scalar_methods 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalar_methods_1.1_1682e1b0ee33128a_.log 2025-09-07T07:20:56.3192672Z Running 0 items in this shard: 2025-09-07T07:20:56.3192890Z 2025-09-07T07:20:56.3193886Z Running torch_np/numpy_tests/core/test_numerictypes 1/1 ... [2025-09-07 07:20:56.319185] 2025-09-07T07:20:56.3194379Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:20:56.3197548Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_numerictypes.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:20:56.319513] 2025-09-07T07:20:59.0387669Z 2025-09-07T07:20:59.0388711Z torch_np/numpy_tests/core/test_numerictypes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_numerictypes_1.1_b757c5c830794055_.log 2025-09-07T07:20:59.0389940Z Running 0 items in this shard: 2025-09-07T07:20:59.0390188Z 2025-09-07T07:20:59.0390410Z Running profiler/test_memory_profiler 1/1 ... [2025-09-07 07:20:59.038831] 2025-09-07T07:20:59.0390847Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:20:59.0394625Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_memory_profiler.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:20:59.039178] 2025-09-07T07:21:02.2094292Z 2025-09-07T07:21:02.2095800Z profiler/test_memory_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_memory_profiler_1.1_ac49380aa408e29c_.log 2025-09-07T07:21:02.2097401Z Running 0 items in this shard: 2025-09-07T07:21:02.2097655Z 2025-09-07T07:21:02.2098280Z Running test_unary_ufuncs 1/1 ... [2025-09-07 07:21:02.209593] 2025-09-07T07:21:02.2098593Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:21:02.2101876Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_unary_ufuncs.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:02.209973] 2025-09-07T07:21:10.9393530Z 2025-09-07T07:21:10.9394860Z test_unary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_unary_ufuncs_1.1_40e055265542f662_.log 2025-09-07T07:21:10.9395561Z Running 0 items in this shard: 2025-09-07T07:21:10.9395740Z 2025-09-07T07:21:10.9397707Z Running lazy/test_debug_util 1/1 ... [2025-09-07 07:21:10.939553] 2025-09-07T07:21:10.9398108Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:21:10.9401834Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_debug_util.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:10.939920] 2025-09-07T07:21:13.6593416Z 2025-09-07T07:21:13.6594771Z lazy/test_debug_util 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_debug_util_1.1_6ebf308b4801516a_.log 2025-09-07T07:21:13.6596169Z Running 0 items in this shard: 2025-09-07T07:21:13.6596486Z 2025-09-07T07:21:13.6598690Z Running nn/test_init 1/1 ... [2025-09-07 07:21:13.659596] 2025-09-07T07:21:13.6599064Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:21:13.6602588Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_init.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:13.659988] 2025-09-07T07:21:16.6299551Z 2025-09-07T07:21:16.6300315Z nn/test_init 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_init_1.1_e47b8be30eaa05d8_.log 2025-09-07T07:21:16.6300950Z Running 0 items in this shard: 2025-09-07T07:21:16.6301132Z 2025-09-07T07:21:16.6303363Z Running torch_np/numpy_tests/lib/test_arraysetops 1/1 ... [2025-09-07 07:21:16.630104] 2025-09-07T07:21:16.6303856Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:21:16.6307035Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_arraysetops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:16.630437] 2025-09-07T07:21:19.3499667Z 2025-09-07T07:21:19.3501328Z torch_np/numpy_tests/lib/test_arraysetops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_arraysetops_1.1_493b35c95e7053a6_.log 2025-09-07T07:21:19.3502110Z Running 0 items in this shard: 2025-09-07T07:21:19.3502262Z 2025-09-07T07:21:19.3504282Z Running test_functional_autograd_benchmark 1/1 ... [2025-09-07 07:21:19.350240] 2025-09-07T07:21:19.3504634Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:21:19.3508167Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_functional_autograd_benchmark.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:19.350569] 2025-09-07T07:21:22.0702004Z 2025-09-07T07:21:22.0703585Z test_functional_autograd_benchmark 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_functional_autograd_benchmark_1.1_c66c37922484c777_.log 2025-09-07T07:21:22.0704362Z Running 0 items in this shard: 2025-09-07T07:21:22.0704502Z 2025-09-07T07:21:22.0706648Z Running test_function_schema 1/1 ... [2025-09-07 07:21:22.070460] 2025-09-07T07:21:22.0706953Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:21:22.0710301Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_function_schema.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:22.070793] 2025-09-07T07:21:24.7902970Z 2025-09-07T07:21:24.7904343Z test_function_schema 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_function_schema_1.1_9ed474cfd049add8_.log 2025-09-07T07:21:24.7905672Z Running 0 items in this shard: 2025-09-07T07:21:24.7905890Z 2025-09-07T07:21:24.7908075Z Running test_cuda_multigpu 1/1 ... [2025-09-07 07:21:24.790618] 2025-09-07T07:21:24.7908450Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:21:24.7912023Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_cuda_multigpu.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:24.790949] 2025-09-07T07:21:28.2614687Z 2025-09-07T07:21:28.2615521Z test_cuda_multigpu 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_multigpu_1.1_06c303ae26466ed2_.log 2025-09-07T07:21:28.2616432Z Running 1 items in this shard: test/test_cuda_multigpu.py::TestCudaMultiGPU::test_memory_stats 2025-09-07T07:21:28.2616822Z 2025-09-07T07:21:28.2618467Z Running test_type_promotion 1/1 ... [2025-09-07 07:21:28.261616] 2025-09-07T07:21:28.2618848Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:21:28.2622374Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_type_promotion.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:28.261971] 2025-09-07T07:21:31.5322921Z 2025-09-07T07:21:31.5323739Z test_type_promotion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_type_promotion_1.1_a8403daeafc30d66_.log 2025-09-07T07:21:31.5324439Z Running 0 items in this shard: 2025-09-07T07:21:31.5324605Z 2025-09-07T07:21:31.5326293Z Running torch_np/test_reductions 1/1 ... [2025-09-07 07:21:31.532406] 2025-09-07T07:21:31.5326718Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:21:31.5330080Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_reductions.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:31.532749] 2025-09-07T07:21:34.4024488Z 2025-09-07T07:21:34.4025319Z torch_np/test_reductions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_reductions_1.1_9fa42a0f6298e51f_.log 2025-09-07T07:21:34.4026065Z Running 0 items in this shard: 2025-09-07T07:21:34.4026237Z 2025-09-07T07:21:34.4027857Z Running test_dlpack 1/1 ... [2025-09-07 07:21:34.402585] 2025-09-07T07:21:34.4028208Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:21:34.4031737Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_dlpack.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:34.402929] 2025-09-07T07:21:37.5726668Z 2025-09-07T07:21:37.5727757Z test_dlpack 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_dlpack_1.1_d9277c641c1804c0_.log 2025-09-07T07:21:37.5728400Z Running 0 items in this shard: 2025-09-07T07:21:37.5728573Z 2025-09-07T07:21:37.5730367Z Running torch_np/numpy_tests/core/test_scalar_ctors 1/1 ... [2025-09-07 07:21:37.572809] 2025-09-07T07:21:37.5730816Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:21:37.5734122Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalar_ctors.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:37.573153] 2025-09-07T07:21:40.2925342Z 2025-09-07T07:21:40.2927730Z torch_np/numpy_tests/core/test_scalar_ctors 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalar_ctors_1.1_4c0d25a1dbb0b23a_.log 2025-09-07T07:21:40.2928928Z Running 0 items in this shard: 2025-09-07T07:21:40.2929102Z 2025-09-07T07:21:40.2929582Z Running profiler/test_profiler_tree 1/1 ... [2025-09-07 07:21:40.292730] 2025-09-07T07:21:40.2929980Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:21:40.2933692Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_profiler_tree.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:40.293115] 2025-09-07T07:21:43.0123453Z 2025-09-07T07:21:43.0124424Z profiler/test_profiler_tree 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_profiler_tree_1.1_dd156617013552da_.log 2025-09-07T07:21:43.0125361Z Running 0 items in this shard: 2025-09-07T07:21:43.0125649Z 2025-09-07T07:21:43.0125976Z Running test_prims 1/1 ... [2025-09-07 07:21:43.012423] 2025-09-07T07:21:43.0126442Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:21:43.0130012Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_prims.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:43.012753] 2025-09-07T07:21:47.0343719Z 2025-09-07T07:21:47.0344651Z test_prims 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_prims_1.1_c960081adabf37bb_.log 2025-09-07T07:21:47.0345278Z Running 0 items in this shard: 2025-09-07T07:21:47.0345461Z 2025-09-07T07:21:47.0347458Z Running test_jit_autocast 1/1 ... [2025-09-07 07:21:47.034528] 2025-09-07T07:21:47.0347974Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:21:47.0351175Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_jit_autocast.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:47.034861] 2025-09-07T07:21:51.7073741Z 2025-09-07T07:21:51.7075035Z test_jit_autocast 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_autocast_1.1_750382ee8e766585_.log 2025-09-07T07:21:51.7076286Z Running 0 items in this shard: 2025-09-07T07:21:51.7076620Z 2025-09-07T07:21:51.7078804Z Running profiler/test_torch_tidy 1/1 ... [2025-09-07 07:21:51.707631] 2025-09-07T07:21:51.7079221Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:21:51.7082511Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_torch_tidy.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:51.708008] 2025-09-07T07:21:54.4772414Z 2025-09-07T07:21:54.4773796Z profiler/test_torch_tidy 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_torch_tidy_1.1_ebe3db5fd7869cfb_.log 2025-09-07T07:21:54.4774574Z Running 0 items in this shard: 2025-09-07T07:21:54.4774753Z 2025-09-07T07:21:54.4775220Z Running profiler/test_python_tracer 1/1 ... [2025-09-07 07:21:54.477325] 2025-09-07T07:21:54.4775649Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:21:54.4778891Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_python_tracer.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:54.477657] 2025-09-07T07:21:57.1969202Z 2025-09-07T07:21:57.1970967Z profiler/test_python_tracer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_python_tracer_1.1_9ac53f7f9bca60eb_.log 2025-09-07T07:21:57.1972356Z Running 0 items in this shard: 2025-09-07T07:21:57.1972503Z 2025-09-07T07:21:57.1973584Z Running lazy/test_reuse_ir 1/1 ... [2025-09-07 07:21:57.197117] 2025-09-07T07:21:57.1973882Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:21:57.1977107Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_reuse_ir.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:57.197476] 2025-09-07T07:21:59.9167938Z 2025-09-07T07:21:59.9168846Z lazy/test_reuse_ir 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_reuse_ir_1.1_5b33b880f959b025_.log 2025-09-07T07:21:59.9169551Z Running 0 items in this shard: 2025-09-07T07:21:59.9169861Z 2025-09-07T07:21:59.9170654Z Running test_quantization 1/4 ... [2025-09-07 07:21:59.916865] 2025-09-07T07:21:59.9171025Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:21:59.9174250Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_quantization.py', '-m', 'serial', '--shard-id=1', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:21:59.917197] 2025-09-07T07:22:05.1907034Z 2025-09-07T07:22:05.1907850Z test_quantization 1/4 was successful, full logs can be found in artifacts with path test/test-reports/test_quantization_1.4_693c3140ee252155_.log 2025-09-07T07:22:05.1908506Z Running 0 items in this shard: 2025-09-07T07:22:05.1908679Z 2025-09-07T07:22:07.7102826Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:22:07.7104244Z import pkg_resources 2025-09-07T07:22:07.7121080Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:22:07.7122400Z import pkg_resources 2025-09-07T07:22:07.7127255Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:22:07.7128537Z import pkg_resources 2025-09-07T07:22:08.0454173Z Running inductor/test_aot_inductor 3/5 ... [2025-09-07 07:22:08.044970] 2025-09-07T07:22:08.0454679Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:22:08.0456420Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_aot_inductor.py', '-m', 'not serial', '--shard-id=3', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:22:08.045333] 2025-09-07T07:22:08.0494279Z Running inductor/test_compiled_autograd 3/3 ... [2025-09-07 07:22:08.049147] 2025-09-07T07:22:08.0494731Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:22:08.0496868Z Running inductor/test_inplace_padding 1/1 ... [2025-09-07 07:22:08.049471] 2025-09-07T07:22:08.0497293Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:22:08.0498301Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compiled_autograd.py', '-m', 'not serial', '--shard-id=3', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:22:08.049498] 2025-09-07T07:22:08.0500052Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_inplace_padding.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:22:08.049796] 2025-09-07T07:22:26.7984574Z 2025-09-07T07:22:26.7985844Z inductor/test_inplace_padding 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inplace_padding_1.1_06ceb66ebf307a44_.log 2025-09-07T07:22:26.7989046Z Running 8 items in this shard: test/inductor/test_inplace_padding.py::InplacePaddingTest::test_linear_and_cel_max_autotune, test/inductor/test_inplace_padding.py::InplacePaddingTest::test_mutating_padding_input, test/inductor/test_inplace_padding.py::InplacePaddingTest::test_mutating_padding_output, test/inductor/test_inplace_padding.py::InplacePaddingTest::test_pad_non_zero, test/inductor/test_inplace_padding.py::InplacePaddingTest::test_pad_non_zero_cpp_wrapper, test/inductor/test_inplace_padding.py::InplacePaddingTest::test_pad_too_large, test/inductor/test_inplace_padding.py::InplacePaddingTest::test_skip_pad_due_to_fusion, test/inductor/test_inplace_padding.py::InplacePaddingTest::test_skip_pad_input 2025-09-07T07:22:26.7991615Z 2025-09-07T07:22:29.9499582Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:22:29.9500956Z import pkg_resources 2025-09-07T07:22:30.3054375Z Running inductor/test_cudagraph_trees 1/1 ... [2025-09-07 07:22:30.304999] 2025-09-07T07:22:30.3054936Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:22:30.3056516Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cudagraph_trees.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:22:30.305350] 2025-09-07T07:24:55.6420177Z 2025-09-07T07:24:55.6423385Z PRINTING LOG FILE of inductor/test_cudagraph_trees 1/1 (test/test-reports/inductor.test_cudagraph_trees_1.1_8a5c184f1c3b508e_.log) 2025-09-07T07:24:55.6425170Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:24:55.6426483Z import pkg_resources 2025-09-07T07:24:55.6427107Z Test results will be stored in test-reports/python-pytest/inductor.test_cudagraph_trees/inductor.test_cudagraph_trees-a1f2b38128e3000a.xml 2025-09-07T07:24:55.6427800Z ============================= test session starts ============================== 2025-09-07T07:24:55.6428342Z platform linux -- Python 3.10.18, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.10/bin/python 2025-09-07T07:24:55.6428811Z cachedir: .pytest_cache 2025-09-07T07:24:55.6429673Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-09-07T07:24:55.6430185Z rootdir: /var/lib/jenkins/workspace 2025-09-07T07:24:55.6430409Z configfile: pytest.ini 2025-09-07T07:24:55.6430870Z plugins: hypothesis-5.35.1, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, subtests-0.13.1, xdist-3.3.1, xdoctest-1.1.0, typeguard-4.3.0 2025-09-07T07:24:55.6431354Z collecting ... collected 159 items 2025-09-07T07:24:55.6431669Z stepcurrent: Cannot find last run test, not skipping 2025-09-07T07:24:55.6475166Z Running 159 items in this shard: test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_accumulate_grad, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_accumulate_multiple_recordings, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_alias_of_parameter, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_aliased_output_checkpoint, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_aliased_static_parameter, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_aliased_storage_single_weakref, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_aliasing_static_ref, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_amp_cache_disabled, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_backward_gets_cached_cudagraphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cache_hit_forward_miss_backward, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cached_boxed_forward_device_index, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cached_forward_backward, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_checkpoint_shared_output_storage_deallocation, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_checkpointing_resets_persistent_refs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cleanup, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_compiled_autograd_static_input_params, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_constant_output, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_conv_benchmark, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cpp_wrapper, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cudagraph_capture_sizes, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cudagraph_capture_sizes1, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cudagraph_capture_sizes2, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cudagraph_or_error, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_dynamic_backward, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_dynamic_warmup, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_empty_cpu_tensor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_empty_storage, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_end_recording_early, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_error_on_dealloc_use, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_error_on_dealloc_use2, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_execution_into_recording, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_expanded_inputs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_fallback_to_eager_if_recompiling_too_many_times, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_fallback_to_eager_if_recompiling_too_many_times_due_to_cudagraph_managed_tensor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_fallback_to_eager_if_recompiling_too_many_times_warn_only_once, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_forward_backward, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_forward_backward_not_called_backend_cudagraphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_forward_backward_not_called_backend_inductor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_forward_generation, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_forward_with_skipped_cudagraphed_backward, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_frozen_fn, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_function_compiled_multiple_times, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_buffer_reuse, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_condition_op, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_only, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_op_and_dynamic_shapes, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar1, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar2, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar3, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar4, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar_device_put, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar_multiple, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar_mutation, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_tensor_symints, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_custom_op, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_custom_op_dynamoc_shapes, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_custom_op_mutation, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_custom_op_no_split, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_dynamic_scalar_inputs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_dynamic_shapes, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_foreach_op, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_forward_backward, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_forward_backward_not_called, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_forward_with_skipped_cudagraphed_backward, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_fused_scheduler_node, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_gc, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_item, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_log_message, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_multiple_devices_msg, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_reduce_overhead_mode_effectiveness, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_reorder_cpu_and_gpu, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_reorder_cpu_and_gpu_interleave, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_reorder_custom_op_with_no_dependency, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_reorder_custom_op_with_no_dependency1, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_simple, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_symint, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_symint_cat_backward, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_symint_from_mutation_index, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_symint_from_nested_indirect_indexing, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_unbacked_symint, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_unbacked_symint_multi_output_layout, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_item, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_nonzero, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_nonzero_backend, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_nonzero_graph_breaks, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_index_put, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_live_outputs_multiple_graphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_manager_per_device, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mark_step, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_meta_tensor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_child_node, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_custom_module, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_custom_module_buffer, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_parent_node, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_single_compile_builtin_module, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_single_compile_builtin_module_buffers, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_single_compile_param_inputs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multinomial, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multiple_devices_msg_backend_cudagraphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multiple_devices_msg_backend_inductor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multiple_insert_removal_caching, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_backend_cudagraphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_backend_inductor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_only_once_backend_cudagraphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_only_once_backend_inductor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_backend_cudagraphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_backend_inductor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_config_backend_cudagraphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_config_backend_inductor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_on_inp_backend_cudagraphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_on_inp_backend_inductor, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_reinplaced, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_no_rerecord_with_mark_static_address, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_not_fallback_to_eager_if_have_not_recompiling_too_many_times, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_output_alias, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_peristed_output_livenes, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_remove_hooks_on_cached_tensors, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_rerecord_if_static_input_address_changed, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_rng_non_trees, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_rng_trees, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_run_simple, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_separate_recordings, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_side_stream_memory_allocation, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_single_stream_use, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_skip_cpp_wrapper, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_skip_cudagraph_unsafe_ops, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_skip_if_dynamic_shape_limit_reached1, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_skip_if_dynamic_shape_limit_reached2, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_skip_symbolic, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_sparsity, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_static_inputs_address_mutation_log, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_storage_access_error, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_tensor_constant_mutation, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_tensor_dies_between_checkpoint, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_tensor_no_longer_in_pool, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_unaligned_static_input_no_cudagraphs, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_unaligned_static_input_non_trees, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_unaligned_static_input_trees, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_unaligned_static_parameter, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_unstable_ptr, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_warmup_stream_sync, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_warn_on_pending_backward, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_warn_once_if_dynamic_shape_limit_reached, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_workspace_allocation_error, test/inductor/test_cudagraph_trees.py::TestSAC::test_cpu_and_cuda_rng, test/inductor/test_cudagraph_trees.py::TestSAC::test_cudagraph_uneven_forward_backward, test/inductor/test_cudagraph_trees.py::TestSAC::test_cudagraphs_aot_eager_compat_equal, test/inductor/test_cudagraph_trees.py::TestSAC::test_cudagraphs_aot_eager_compat_equal_device_one, test/inductor/test_cudagraph_trees.py::TestSAC::test_graph_partition_cudagraphs_aot_eager_compat_equal, test/inductor/test_cudagraph_trees.py::TestSAC::test_multi_device, test/inductor/test_cudagraph_trees.py::TestSAC::test_retain_graph, test/inductor/test_cudagraph_trees.py::TestSAC::test_simple, test/inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order0, test/inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order1, test/inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order2, test/inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order3, test/inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order4, test/inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order5 2025-09-07T07:24:55.6518134Z 2025-09-07T07:24:55.6518412Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_accumulate_grad PASSED [1.4821s] [ 0%] 2025-09-07T07:24:55.6519018Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_accumulate_multiple_recordings PASSED [3.4990s] [ 1%] 2025-09-07T07:24:55.6519622Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_alias_of_parameter PASSED [0.6305s] [ 1%] 2025-09-07T07:24:55.6520205Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_aliased_output_checkpoint PASSED [0.2055s] [ 2%] 2025-09-07T07:24:55.6520954Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_aliased_static_parameter PASSED [0.2024s] [ 3%] 2025-09-07T07:24:55.6521600Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_aliased_storage_single_weakref PASSED [0.6405s] [ 3%] 2025-09-07T07:24:55.6522477Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_aliasing_static_ref W0907 07:22:42.606000 13001 site-packages/torch/_inductor/utils.py:1554] [0/0] Not enough SMs to use max_autotune_gemm mode 2025-09-07T07:24:55.6523128Z PASSED [0.5188s] [ 4%] 2025-09-07T07:24:55.6523484Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_amp_cache_disabled PASSED [0.7880s] [ 5%] 2025-09-07T07:24:55.6524092Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_backward_gets_cached_cudagraphs PASSED [1.4597s] [ 5%] 2025-09-07T07:24:55.6524964Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cache_hit_forward_miss_backward PASSED [1.6139s] [ 6%] 2025-09-07T07:24:55.6525699Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cached_boxed_forward_device_index SKIPPED [0.0003s] (requires multiple cuda devices) [ 6%] 2025-09-07T07:24:55.6526527Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cached_forward_backward PASSED [1.1929s] [ 7%] 2025-09-07T07:24:55.6528781Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_checkpoint_shared_output_storage_deallocation PASSED [0.2153s] [ 8%] 2025-09-07T07:24:55.6529520Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_checkpointing_resets_persistent_refs PASSED [0.3863s] [ 8%] 2025-09-07T07:24:55.6530132Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cleanup PASSED [0.6993s] [ 9%] 2025-09-07T07:24:55.6530717Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_compiled_autograd_static_input_params PASSED [0.8772s] [ 10%] 2025-09-07T07:24:55.6531336Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_constant_output PASSED [0.6598s] [ 10%] 2025-09-07T07:24:55.6531884Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_conv_benchmark PASSED [0.5985s] [ 11%] 2025-09-07T07:24:55.6532413Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cpp_wrapper PASSED [1.6476s] [ 11%] 2025-09-07T07:24:55.6532972Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cudagraph_capture_sizes PASSED [1.5415s] [ 12%] 2025-09-07T07:24:55.6533586Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cudagraph_capture_sizes1 PASSED [1.3511s] [ 13%] 2025-09-07T07:24:55.6534223Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cudagraph_capture_sizes2 PASSED [1.3920s] [ 13%] 2025-09-07T07:24:55.6535669Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cudagraph_or_error SKIPPED [0.0007s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/162125 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 14%] 2025-09-07T07:24:55.6537033Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_dynamic_backward PASSED [2.1662s] [ 15%] 2025-09-07T07:24:55.6537629Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_dynamic_warmup ('RERUN', {'yellow': True}) [0.2510s] [ 15%] 2025-09-07T07:24:55.6538282Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_dynamic_warmup ('RERUN', {'yellow': True}) [0.2295s] [ 15%] 2025-09-07T07:24:55.6538881Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_dynamic_warmup FAILED [0.2296s] [ 15%] 2025-09-07T07:24:55.6539188Z 2025-09-07T07:24:55.6539291Z ==================================== RERUNS ==================================== 2025-09-07T07:24:55.6539626Z ____________________ CudaGraphTreeTests.test_dynamic_warmup ____________________ 2025-09-07T07:24:55.6539938Z Traceback (most recent call last): 2025-09-07T07:24:55.6540475Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 1898, in test_dynamic_warmup 2025-09-07T07:24:55.6540913Z self.assertEqual(COUNTER, 2) 2025-09-07T07:24:55.6541336Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_dynamo/test_case.py", line 111, in assertEqual 2025-09-07T07:24:55.6541795Z return super().assertEqual(x, y, *args, **kwargs) 2025-09-07T07:24:55.6542287Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 4179, in assertEqual 2025-09-07T07:24:55.6542821Z raise error_metas.pop()[0].to_error( # type: ignore[index] 2025-09-07T07:24:55.6543122Z AssertionError: Scalars are not equal! 2025-09-07T07:24:55.6543277Z 2025-09-07T07:24:55.6543356Z Expected 2 but got 3. 2025-09-07T07:24:55.6543530Z Absolute difference: 1 2025-09-07T07:24:55.6543717Z Relative difference: 0.5 2025-09-07T07:24:55.6543931Z 2025-09-07T07:24:55.6544064Z To execute this test, run the following from the base repo dir: 2025-09-07T07:24:55.6544484Z python test/inductor/test_cudagraph_trees.py CudaGraphTreeTests.test_dynamic_warmup 2025-09-07T07:24:55.6544769Z 2025-09-07T07:24:55.6544943Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-09-07T07:24:55.6545337Z ____________________ CudaGraphTreeTests.test_dynamic_warmup ____________________ 2025-09-07T07:24:55.6545649Z Traceback (most recent call last): 2025-09-07T07:24:55.6546082Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 1898, in test_dynamic_warmup 2025-09-07T07:24:55.6546508Z self.assertEqual(COUNTER, 2) 2025-09-07T07:24:55.6546911Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_dynamo/test_case.py", line 111, in assertEqual 2025-09-07T07:24:55.6547359Z return super().assertEqual(x, y, *args, **kwargs) 2025-09-07T07:24:55.6547848Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 4179, in assertEqual 2025-09-07T07:24:55.6548373Z raise error_metas.pop()[0].to_error( # type: ignore[index] 2025-09-07T07:24:55.6548662Z AssertionError: Scalars are not equal! 2025-09-07T07:24:55.6548815Z 2025-09-07T07:24:55.6548882Z Expected 2 but got 3. 2025-09-07T07:24:55.6549070Z Absolute difference: 1 2025-09-07T07:24:55.6549266Z Relative difference: 0.5 2025-09-07T07:24:55.6549386Z 2025-09-07T07:24:55.6549530Z To execute this test, run the following from the base repo dir: 2025-09-07T07:24:55.6549932Z python test/inductor/test_cudagraph_trees.py CudaGraphTreeTests.test_dynamic_warmup 2025-09-07T07:24:55.6550219Z 2025-09-07T07:24:55.6550382Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-09-07T07:24:55.6550711Z =================================== FAILURES =================================== 2025-09-07T07:24:55.6551037Z ____________________ CudaGraphTreeTests.test_dynamic_warmup ____________________ 2025-09-07T07:24:55.6551345Z Traceback (most recent call last): 2025-09-07T07:24:55.6551757Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 1898, in test_dynamic_warmup 2025-09-07T07:24:55.6552181Z self.assertEqual(COUNTER, 2) 2025-09-07T07:24:55.6552588Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_dynamo/test_case.py", line 111, in assertEqual 2025-09-07T07:24:55.6553030Z return super().assertEqual(x, y, *args, **kwargs) 2025-09-07T07:24:55.6553508Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 4179, in assertEqual 2025-09-07T07:24:55.6554030Z raise error_metas.pop()[0].to_error( # type: ignore[index] 2025-09-07T07:24:55.6554316Z AssertionError: Scalars are not equal! 2025-09-07T07:24:55.6554466Z 2025-09-07T07:24:55.6554538Z Expected 2 but got 3. 2025-09-07T07:24:55.6554711Z Absolute difference: 1 2025-09-07T07:24:55.6554887Z Relative difference: 0.5 2025-09-07T07:24:55.6555011Z 2025-09-07T07:24:55.6555135Z To execute this test, run the following from the base repo dir: 2025-09-07T07:24:55.6555623Z python test/inductor/test_cudagraph_trees.py CudaGraphTreeTests.test_dynamic_warmup 2025-09-07T07:24:55.6555908Z 2025-09-07T07:24:55.6556075Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-09-07T07:24:55.6556781Z - generated xml file: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_cudagraph_trees/inductor.test_cudagraph_trees-a1f2b38128e3000a.xml - 2025-09-07T07:24:55.6557414Z =========================== short test summary info ============================ 2025-09-07T07:24:55.6557939Z FAILED [0.2296s] inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_dynamic_warmup - AssertionError: Scalars are not equal! 2025-09-07T07:24:55.6558342Z 2025-09-07T07:24:55.6558413Z Expected 2 but got 3. 2025-09-07T07:24:55.6558602Z Absolute difference: 1 2025-09-07T07:24:55.6558776Z Relative difference: 0.5 2025-09-07T07:24:55.6558974Z 2025-09-07T07:24:55.6559107Z To execute this test, run the following from the base repo dir: 2025-09-07T07:24:55.6559528Z python test/inductor/test_cudagraph_trees.py CudaGraphTreeTests.test_dynamic_warmup 2025-09-07T07:24:55.6559814Z 2025-09-07T07:24:55.6559983Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-09-07T07:24:55.6560342Z !!!!!!!!!!!!!!!!!!!!!!!!!! stopping after 1 failures !!!!!!!!!!!!!!!!!!!!!!!!!!! 2025-09-07T07:24:55.6560653Z ============== 1 failed, 22 passed, 2 skipped, 2 rerun in 24.54s =============== 2025-09-07T07:24:55.6560928Z Got exit code 1 2025-09-07T07:24:55.6561114Z Retrying single test... 2025-09-07T07:24:55.6562108Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:24:55.6563115Z import pkg_resources 2025-09-07T07:24:55.6563586Z Test results will be stored in test-reports/python-pytest/inductor.test_cudagraph_trees/inductor.test_cudagraph_trees-8de064a3db14515c.xml 2025-09-07T07:24:55.6564113Z ============================= test session starts ============================== 2025-09-07T07:24:55.6564506Z platform linux -- Python 3.10.18, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.10/bin/python 2025-09-07T07:24:55.6564865Z cachedir: .pytest_cache 2025-09-07T07:24:55.6565290Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-09-07T07:24:55.6565762Z rootdir: /var/lib/jenkins/workspace 2025-09-07T07:24:55.6565972Z configfile: pytest.ini 2025-09-07T07:24:55.6566523Z plugins: hypothesis-5.35.1, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, subtests-0.13.1, xdist-3.3.1, xdoctest-1.1.0, typeguard-4.3.0 2025-09-07T07:24:55.6567055Z collecting ... collected 159 items / 158 deselected / 1 selected 2025-09-07T07:24:55.6567611Z stepcurrent: skipping 24 already run items. Running only test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_dynamic_warmup 2025-09-07T07:24:55.6568095Z Running 1 items in this shard 2025-09-07T07:24:55.6568231Z 2025-09-07T07:24:55.6568467Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_dynamic_warmup PASSED [0.2076s] [100%] 2025-09-07T07:24:55.6568791Z 2025-09-07T07:24:55.6569259Z - generated xml file: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_cudagraph_trees/inductor.test_cudagraph_trees-8de064a3db14515c.xml - 2025-09-07T07:24:55.6569913Z ====================== 1 passed, 158 deselected in 0.23s ======================= 2025-09-07T07:24:55.6570171Z Got exit code 0 2025-09-07T07:24:55.6570412Z Test succeeeded in new process, continuing with the rest of the tests 2025-09-07T07:24:55.6571569Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:24:55.6572585Z import pkg_resources 2025-09-07T07:24:55.6573067Z Test results will be stored in test-reports/python-pytest/inductor.test_cudagraph_trees/inductor.test_cudagraph_trees-69cdbb7002292c08.xml 2025-09-07T07:24:55.6573594Z ============================= test session starts ============================== 2025-09-07T07:24:55.6573985Z platform linux -- Python 3.10.18, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.10/bin/python 2025-09-07T07:24:55.6574339Z cachedir: .pytest_cache 2025-09-07T07:24:55.6574761Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-09-07T07:24:55.6575231Z rootdir: /var/lib/jenkins/workspace 2025-09-07T07:24:55.6575443Z configfile: pytest.ini 2025-09-07T07:24:55.6575938Z plugins: hypothesis-5.35.1, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, subtests-0.13.1, xdist-3.3.1, xdoctest-1.1.0, typeguard-4.3.0 2025-09-07T07:24:55.6576471Z collecting ... collected 159 items / 25 deselected / 134 selected 2025-09-07T07:24:55.6576770Z stepcurrent: skipping 25 already run items. 2025-09-07T07:24:55.6577002Z Running 134 items in this shard 2025-09-07T07:24:55.6577130Z 2025-09-07T07:24:55.6578177Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_empty_cpu_tensor SKIPPED [0.0006s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/156735 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-09-07T07:24:55.6580297Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_empty_storage SKIPPED [0.0005s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/156755 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 1%] 2025-09-07T07:24:55.6582399Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_end_recording_early SKIPPED [0.0005s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/156778 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 2%] 2025-09-07T07:24:55.6584510Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_error_on_dealloc_use SKIPPED [0.0005s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/156801 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 2%] 2025-09-07T07:24:55.6586633Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_error_on_dealloc_use2 SKIPPED [0.0005s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/156808 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 3%] 2025-09-07T07:24:55.6588776Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_execution_into_recording SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/156838 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 4%] 2025-09-07T07:24:55.6590988Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_expanded_inputs SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/156886 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 5%] 2025-09-07T07:24:55.6593188Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_fallback_to_eager_if_recompiling_too_many_times SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/130749 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 5%] 2025-09-07T07:24:55.6595566Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_fallback_to_eager_if_recompiling_too_many_times_due_to_cudagraph_managed_tensor SKIPPED [0.0005s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/156922 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 6%] 2025-09-07T07:24:55.6598041Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_fallback_to_eager_if_recompiling_too_many_times_warn_only_once SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/156954 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 7%] 2025-09-07T07:24:55.6600276Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_forward_backward SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/156957 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 8%] 2025-09-07T07:24:55.6602597Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_forward_backward_not_called_backend_cudagraphs SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/156984 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 8%] 2025-09-07T07:24:55.6604869Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_forward_backward_not_called_backend_inductor SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157035 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 9%] 2025-09-07T07:24:55.6607189Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_forward_generation SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157058 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 10%] 2025-09-07T07:24:55.6609385Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_forward_with_skipped_cudagraphed_backward SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157086 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 11%] 2025-09-07T07:24:55.6612323Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_frozen_fn SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157112 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 11%] 2025-09-07T07:24:55.6614510Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_function_compiled_multiple_times SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157143 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 12%] 2025-09-07T07:24:55.6616674Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157173 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 13%] 2025-09-07T07:24:55.6618459Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_buffer_reuse W0907 07:23:15.943000 15206 site-packages/torch/_inductor/utils.py:1554] [0/0] Not enough SMs to use max_autotune_gemm mode 2025-09-07T07:24:55.6619290Z W0907 07:23:15.945000 15206 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:24:55.6619830Z W0907 07:23:15.946000 15206 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:24:55.6620359Z W0907 07:23:15.949000 15206 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:24:55.6620885Z W0907 07:23:15.950000 15206 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:24:55.6621255Z PASSED [2.1540s] [ 14%] 2025-09-07T07:24:55.6621648Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_condition_op PASSED [3.1299s] [ 14%] 2025-09-07T07:24:55.6622248Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_only PASSED [1.3537s] [ 15%] 2025-09-07T07:24:55.6623795Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_op_and_dynamic_shapes SKIPPED [0.0007s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157258 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 16%] 2025-09-07T07:24:55.6626023Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar1 SKIPPED [0.0006s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157280 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 17%] 2025-09-07T07:24:55.6628210Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar2 SKIPPED [0.0005s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157312 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 17%] 2025-09-07T07:24:55.6630383Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar3 SKIPPED [0.0005s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157339 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 18%] 2025-09-07T07:24:55.6632636Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar4 SKIPPED [0.0005s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157350 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 19%] 2025-09-07T07:24:55.6634280Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar_device_put W0907 07:23:21.504000 15206 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:24:55.6635087Z W0907 07:23:21.505000 15206 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:24:55.6635546Z PASSED [0.7309s] [ 20%] 2025-09-07T07:24:55.6636169Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar_multiple W0907 07:23:22.243000 15206 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:24:55.6636803Z PASSED [0.8174s] [ 20%] 2025-09-07T07:24:55.6637409Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar_mutation W0907 07:23:23.054000 15206 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:24:55.6638207Z W0907 07:23:23.056000 15206 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:24:55.6638580Z PASSED [0.7640s] [ 21%] 2025-09-07T07:24:55.6638974Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_tensor_symints PASSED [3.4246s] [ 22%] 2025-09-07T07:24:55.6639594Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_custom_op PASSED [0.7990s] [ 23%] 2025-09-07T07:24:55.6640239Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_custom_op_dynamoc_shapes PASSED [2.0432s] [ 23%] 2025-09-07T07:24:55.6640917Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_custom_op_mutation PASSED [0.4409s] [ 24%] 2025-09-07T07:24:55.6641557Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_custom_op_no_split PASSED [1.5628s] [ 25%] 2025-09-07T07:24:55.6642425Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_dynamic_scalar_inputs W0907 07:23:32.199000 15206 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:24:55.6643236Z W0907 07:23:32.200000 15206 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:24:55.6643761Z W0907 07:23:32.861000 15206 site-packages/torch/_inductor/utils.py:2298] [0/1] DeviceCopy in input program 2025-09-07T07:24:55.6644290Z W0907 07:23:32.862000 15206 site-packages/torch/_inductor/utils.py:2298] [0/1] DeviceCopy in input program 2025-09-07T07:24:55.6644665Z PASSED [1.1960s] [ 26%] 2025-09-07T07:24:55.6645070Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_dynamic_shapes PASSED [1.4159s] [ 26%] 2025-09-07T07:24:55.6645702Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_foreach_op PASSED [0.4300s] [ 27%] 2025-09-07T07:24:55.6646634Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_forward_backward W0907 07:23:35.211000 15206 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:24:55.6647431Z W0907 07:23:35.214000 15206 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:24:55.6647801Z PASSED [1.0449s] [ 28%] 2025-09-07T07:24:55.6648224Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_forward_backward_not_called PASSED [0.6502s] [ 29%] 2025-09-07T07:24:55.6648965Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_forward_with_skipped_cudagraphed_backward PASSED [0.5444s] [ 29%] 2025-09-07T07:24:55.6649768Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_fused_scheduler_node PASSED [0.4411s] [ 30%] 2025-09-07T07:24:55.6650386Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_gc PASSED [0.6046s] [ 31%] 2025-09-07T07:24:55.6650965Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_item PASSED [0.4254s] [ 32%] 2025-09-07T07:24:55.6651552Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_log_message PASSED [0.7817s] [ 32%] 2025-09-07T07:24:55.6652285Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_multiple_devices_msg SKIPPED [0.0003s] (requires multiple cuda devices) [ 33%] 2025-09-07T07:24:55.6653303Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_reduce_overhead_mode_effectiveness W0907 07:23:39.669000 15206 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:24:55.6654237Z W0907 07:23:39.670000 15206 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:24:55.6654618Z PASSED [0.8062s] [ 34%] 2025-09-07T07:24:55.6655023Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_reorder_cpu_and_gpu PASSED [0.8653s] [ 35%] 2025-09-07T07:24:55.6655922Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_reorder_cpu_and_gpu_interleave W0907 07:23:41.389000 15206 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:24:55.6656591Z PASSED [0.9445s] [ 35%] 2025-09-07T07:24:55.6657033Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_reorder_custom_op_with_no_dependency PASSED [1.6127s] [ 36%] 2025-09-07T07:24:55.6657776Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_reorder_custom_op_with_no_dependency1 PASSED [1.6180s] [ 37%] 2025-09-07T07:24:55.6658661Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_simple W0907 07:23:45.527000 15206 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:24:55.6659436Z W0907 07:23:45.529000 15206 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:24:55.6659807Z PASSED [0.8863s] [ 38%] 2025-09-07T07:24:55.6660385Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_symint W0907 07:23:46.411000 15206 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:24:55.6661152Z W0907 07:23:46.413000 15206 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:24:55.6661683Z W0907 07:23:47.117000 15206 site-packages/torch/_inductor/utils.py:2298] [0/1] DeviceCopy in input program 2025-09-07T07:24:55.6662208Z W0907 07:23:47.119000 15206 site-packages/torch/_inductor/utils.py:2298] [0/1] DeviceCopy in input program 2025-09-07T07:24:55.6662574Z PASSED [2.5151s] [ 38%] 2025-09-07T07:24:55.6662960Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_symint_cat_backward PASSED [1.9818s] [ 39%] 2025-09-07T07:24:55.6663643Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_symint_from_mutation_index PASSED [2.5407s] [ 40%] 2025-09-07T07:24:55.6664355Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_symint_from_nested_indirect_indexing PASSED [1.4686s] [ 41%] 2025-09-07T07:24:55.6665256Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_unbacked_symint W0907 07:23:54.966000 15206 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:24:55.6666044Z W0907 07:23:54.969000 15206 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:24:55.6666411Z PASSED [0.9276s] [ 41%] 2025-09-07T07:24:55.6666841Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_unbacked_symint_multi_output_layout PASSED [0.8827s] [ 42%] 2025-09-07T07:24:55.6667639Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_item PASSED [0.3326s] [ 43%] 2025-09-07T07:24:55.6668288Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_nonzero PASSED [0.3808s] [ 44%] 2025-09-07T07:24:55.6668958Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_nonzero_backend PASSED [0.3319s] [ 44%] 2025-09-07T07:24:55.6669679Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_nonzero_graph_breaks PASSED [1.5642s] [ 45%] 2025-09-07T07:24:55.6670293Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_index_put PASSED [0.4705s] [ 46%] 2025-09-07T07:24:55.6670854Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_live_outputs_multiple_graphs PASSED [0.7777s] [ 47%] 2025-09-07T07:24:55.6671531Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_manager_per_device SKIPPED [0.0003s] (requires multiple cuda devices) [ 47%] 2025-09-07T07:24:55.6672224Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mark_step PASSED [0.4449s] [ 48%] 2025-09-07T07:24:55.6672738Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_meta_tensor PASSED [0.4405s] [ 49%] 2025-09-07T07:24:55.6673295Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_child_node PASSED [0.7057s] [ 50%] 2025-09-07T07:24:55.6673899Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_custom_module PASSED [0.5181s] [ 50%] 2025-09-07T07:24:55.6674523Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_custom_module_buffer PASSED [0.5979s] [ 51%] 2025-09-07T07:24:55.6675149Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_parent_node PASSED [0.7815s] [ 52%] 2025-09-07T07:24:55.6675792Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_single_compile_builtin_module PASSED [0.5630s] [ 52%] 2025-09-07T07:24:55.6676510Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_single_compile_builtin_module_buffers PASSED [0.8507s] [ 53%] 2025-09-07T07:24:55.6677232Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_single_compile_param_inputs PASSED [0.5177s] [ 54%] 2025-09-07T07:24:55.6677839Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multinomial PASSED [0.3464s] [ 55%] 2025-09-07T07:24:55.6678531Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multiple_devices_msg_backend_cudagraphs SKIPPED [0.0003s] (requires multiple cuda devices) [ 55%] 2025-09-07T07:24:55.6679384Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multiple_devices_msg_backend_inductor SKIPPED [0.0002s] (requires multiple cuda devices) [ 56%] 2025-09-07T07:24:55.6680126Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multiple_insert_removal_caching PASSED [0.2546s] [ 57%] 2025-09-07T07:24:55.6680833Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_backend_cudagraphs PASSED [0.3566s] [ 58%] 2025-09-07T07:24:55.6681608Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_backend_inductor PASSED [0.5876s] [ 58%] 2025-09-07T07:24:55.6682409Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_only_once_backend_cudagraphs PASSED [0.3549s] [ 59%] 2025-09-07T07:24:55.6683226Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_only_once_backend_inductor PASSED [0.5992s] [ 60%] 2025-09-07T07:24:55.6684018Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_backend_cudagraphs PASSED [0.3519s] [ 61%] 2025-09-07T07:24:55.6684773Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_backend_inductor PASSED [0.5978s] [ 61%] 2025-09-07T07:24:55.6685537Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_config_backend_cudagraphs PASSED [0.3452s] [ 62%] 2025-09-07T07:24:55.6686459Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_config_backend_inductor PASSED [0.6075s] [ 63%] 2025-09-07T07:24:55.6687192Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_on_inp_backend_cudagraphs PASSED [0.3628s] [ 64%] 2025-09-07T07:24:55.6687826Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_on_inp_backend_inductor PASSED [0.6175s] [ 64%] 2025-09-07T07:24:55.6688434Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_reinplaced PASSED [0.4714s] [ 65%] 2025-09-07T07:24:55.6689035Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_no_rerecord_with_mark_static_address PASSED [0.7080s] [ 66%] 2025-09-07T07:24:55.6689740Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_not_fallback_to_eager_if_have_not_recompiling_too_many_times PASSED [0.5289s] [ 67%] 2025-09-07T07:24:55.6690460Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_output_alias PASSED [0.2742s] [ 67%] 2025-09-07T07:24:55.6691017Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_peristed_output_livenes PASSED [0.4284s] [ 68%] 2025-09-07T07:24:55.6691612Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_remove_hooks_on_cached_tensors PASSED [0.4627s] [ 69%] 2025-09-07T07:24:55.6692246Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_rerecord_if_static_input_address_changed PASSED [0.5226s] [ 70%] 2025-09-07T07:24:55.6692857Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_rng_non_trees PASSED [0.3358s] [ 70%] 2025-09-07T07:24:55.6693371Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_rng_trees PASSED [0.3290s] [ 71%] 2025-09-07T07:24:55.6693874Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_run_simple PASSED [1.4869s] [ 72%] 2025-09-07T07:24:55.6694407Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_separate_recordings PASSED [1.5650s] [ 73%] 2025-09-07T07:24:55.6694990Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_side_stream_memory_allocation PASSED [0.2667s] [ 73%] 2025-09-07T07:24:55.6695573Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_single_stream_use PASSED [0.6382s] [ 74%] 2025-09-07T07:24:55.6696126Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_skip_cpp_wrapper PASSED [1.6681s] [ 75%] 2025-09-07T07:24:55.6696700Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_skip_cudagraph_unsafe_ops PASSED [0.4558s] [ 76%] 2025-09-07T07:24:55.6697318Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_skip_if_dynamic_shape_limit_reached1 PASSED [1.6016s] [ 76%] 2025-09-07T07:24:55.6697955Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_skip_if_dynamic_shape_limit_reached2 PASSED [7.7694s] [ 77%] 2025-09-07T07:24:55.6698550Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_skip_symbolic PASSED [1.3895s] [ 78%] 2025-09-07T07:24:55.6699071Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_sparsity PASSED [0.3930s] [ 79%] 2025-09-07T07:24:55.6699647Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_static_inputs_address_mutation_log PASSED [0.5608s] [ 79%] 2025-09-07T07:24:55.6700245Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_storage_access_error PASSED [0.2975s] [ 80%] 2025-09-07T07:24:55.6700822Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_tensor_constant_mutation PASSED [0.5059s] [ 81%] 2025-09-07T07:24:55.6701418Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_tensor_dies_between_checkpoint PASSED [0.2962s] [ 82%] 2025-09-07T07:24:55.6702019Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_tensor_no_longer_in_pool PASSED [0.2920s] [ 82%] 2025-09-07T07:24:55.6702639Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_unaligned_static_input_no_cudagraphs PASSED [0.4227s] [ 83%] 2025-09-07T07:24:55.6703284Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_unaligned_static_input_non_trees PASSED [0.3945s] [ 84%] 2025-09-07T07:24:55.6703974Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_unaligned_static_input_trees PASSED [0.3966s] [ 85%] 2025-09-07T07:24:55.6704579Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_unaligned_static_parameter PASSED [0.2986s] [ 85%] 2025-09-07T07:24:55.6705148Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_unstable_ptr PASSED [0.4229s] [ 86%] 2025-09-07T07:24:55.6705688Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_warmup_stream_sync PASSED [1.9745s] [ 87%] 2025-09-07T07:24:55.6706259Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_warn_on_pending_backward PASSED [0.4711s] [ 88%] 2025-09-07T07:24:55.6706879Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_warn_once_if_dynamic_shape_limit_reached PASSED [1.7187s] [ 88%] 2025-09-07T07:24:55.6707503Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_workspace_allocation_error PASSED [9.8821s] [ 89%] 2025-09-07T07:24:55.6708120Z inductor/test_cudagraph_trees.py::TestSAC::test_cpu_and_cuda_rng PASSED [0.1818s] [ 90%] 2025-09-07T07:24:55.6708645Z inductor/test_cudagraph_trees.py::TestSAC::test_cudagraph_uneven_forward_backward PASSED [0.0089s] [ 91%] 2025-09-07T07:24:55.6709206Z inductor/test_cudagraph_trees.py::TestSAC::test_cudagraphs_aot_eager_compat_equal PASSED [0.5443s] [ 91%] 2025-09-07T07:24:55.6710158Z inductor/test_cudagraph_trees.py::TestSAC::test_cudagraphs_aot_eager_compat_equal_device_one SKIPPED [0.0002s] (requires multiple cuda devices) [ 92%] 2025-09-07T07:24:55.6710963Z inductor/test_cudagraph_trees.py::TestSAC::test_graph_partition_cudagraphs_aot_eager_compat_equal PASSED [0.5450s] [ 93%] 2025-09-07T07:24:55.6711607Z inductor/test_cudagraph_trees.py::TestSAC::test_multi_device SKIPPED [0.0002s] (requires multiple cuda devices) [ 94%] 2025-09-07T07:24:55.6712149Z inductor/test_cudagraph_trees.py::TestSAC::test_retain_graph PASSED [0.1065s] [ 94%] 2025-09-07T07:24:55.6712596Z inductor/test_cudagraph_trees.py::TestSAC::test_simple PASSED [0.2158s] [ 95%] 2025-09-07T07:24:55.6713085Z inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order0 PASSED [0.1347s] [ 96%] 2025-09-07T07:24:55.6713619Z inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order1 PASSED [0.1336s] [ 97%] 2025-09-07T07:24:55.6714153Z inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order2 PASSED [0.1305s] [ 97%] 2025-09-07T07:24:55.6714695Z inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order3 PASSED [0.1482s] [ 98%] 2025-09-07T07:24:55.6715226Z inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order4 PASSED [0.1333s] [ 99%] 2025-09-07T07:24:55.6715758Z inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order5 PASSED [0.1282s] [100%] 2025-09-07T07:24:55.6716065Z 2025-09-07T07:24:55.6716523Z - generated xml file: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_cudagraph_trees/inductor.test_cudagraph_trees-69cdbb7002292c08.xml - 2025-09-07T07:24:55.6717199Z ========== 105 passed, 29 skipped, 25 deselected in 98.34s (0:01:38) =========== 2025-09-07T07:24:55.6717792Z The following tests failed and then succeeded when run in a new process['test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_dynamic_warmup'] 2025-09-07T07:24:55.6718240Z 2025-09-07T07:24:55.6718583Z FINISHED PRINTING LOG FILE of inductor/test_cudagraph_trees 1/1 (test/test-reports/inductor.test_cudagraph_trees_1.1_8a5c184f1c3b508e_.log) 2025-09-07T07:24:55.6718995Z 2025-09-07T07:24:58.8251816Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:24:58.8253057Z import pkg_resources 2025-09-07T07:24:59.1781230Z Running test_transformers 1/1 ... [2025-09-07 07:24:59.177673] 2025-09-07T07:24:59.1781811Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:24:59.1783236Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_transformers.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:24:59.178037] 2025-09-07T07:27:50.2681882Z 2025-09-07T07:27:50.2684444Z PRINTING LOG FILE of test_transformers 1/1 (test/test-reports/test_transformers_1.1_f5404ee84fdfddb9_.log) 2025-09-07T07:27:50.2706540Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:27:50.2709104Z import pkg_resources 2025-09-07T07:27:50.2710285Z Test results will be stored in test-reports/python-pytest/test_transformers/test_transformers-8995fbe5e75bc4be.xml 2025-09-07T07:27:50.2711167Z ============================= test session starts ============================== 2025-09-07T07:27:50.2711701Z platform linux -- Python 3.10.18, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.10/bin/python 2025-09-07T07:27:50.2712156Z cachedir: .pytest_cache 2025-09-07T07:27:50.2712691Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-09-07T07:27:50.2713604Z rootdir: /var/lib/jenkins/workspace 2025-09-07T07:27:50.2714119Z configfile: pytest.ini 2025-09-07T07:27:50.2715006Z plugins: hypothesis-5.35.1, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, subtests-0.13.1, xdist-3.3.1, xdoctest-1.1.0, typeguard-4.3.0 2025-09-07T07:27:50.2715736Z collecting ... collected 12380 items 2025-09-07T07:27:50.2716213Z stepcurrent: Cannot find last run test, not skipping 2025-09-07T07:27:50.9864703Z Running 12380 items in this shard: test/test_transformers.py::TestTransformersCUDA::test_bias_is_none_cuda, test/test_transformers.py::TestTransformersCUDA::test_decoder_only_layer_cuda, test/test_transformers.py::TestTransformersCUDA::test_decoder_padding_and_src_mask_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_disable_fastpath_cuda, test/test_transformers.py::TestTransformersCUDA::test_encoder_is_causal_cuda, test/test_transformers.py::TestTransformersCUDA::test_encoder_padding_and_src_mask_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_is_causal_gpu_cuda, test/test_transformers.py::TestTransformersCUDA::test_kpm_mask_trailing_column_with_nested_tensor_cuda, test/test_transformers.py::TestTransformersCUDA::test_mask_check_fastpath_cuda, test/test_transformers.py::TestTransformersCUDA::test_math_backend_high_precision_cuda, test/test_transformers.py::TestTransformersCUDA::test_mha_native_args_nb_heads_1_bias_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_mha_native_args_nb_heads_1_bias_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_mha_native_args_nb_heads_8_bias_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_mha_native_args_nb_heads_8_bias_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim1_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim1_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim_2_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim_2_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim1_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim1_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim_2_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim_2_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim1_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim1_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim_2_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim_2_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_causal_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_causal_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_causal_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_causal_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_causal_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_causal_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_no_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_no_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_no_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_causal_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_causal_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_causal_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_causal_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_causal_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_causal_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_no_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_no_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_no_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_script_encoder_subclass_cuda, test/test_transformers.py::TestTransformersCUDA::test_script_mha_in_proj_weight_none_cuda, test/test_transformers.py::TestTransformersCUDA::test_self_attn_TxT_attn_mask_cuda, test/test_transformers.py::TestTransformersCUDA::test_train_with_is_causal_cuda, test/test_transformers.py::TestTransformersCUDA::test_train_with_pad_and_catch_error_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformer_bias_is_none_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_False_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_False_enable_nested_tensor_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_True_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_True_enable_nested_tensor_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_False_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_False_enable_nested_tensor_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_True_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_True_enable_nested_tensor_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_False_d_model_12_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_False_d_model_256_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_True_d_model_12_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_True_d_model_256_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_False_d_model_12_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_False_d_model_256_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_True_d_model_12_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_True_d_model_256_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_False_training_False_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_False_training_True_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_True_training_False_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_True_training_True_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_no_fastpath_with_hooks_nhead_3_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_no_fastpath_with_hooks_nhead_4_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_src_mask_nhead_1_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_src_mask_nhead_4_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_src_mask_nhead_8_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_subclass_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_subclass_model_cuda, test/test_transformers.py::TestTransformersCUDA::test_with_nested_tensor_input_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_dispatch_fails_no_backend_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_atteention_large_bf16_nan_values_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_attention_fail_with_non_square_causal_attention_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_autocast_fp32_bfloat16_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_autocast_fp32_float16_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_193_dropout_p_0_0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_193_dropout_p_0_2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_256_dropout_p_0_0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_256_dropout_p_0_2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_fail_fp32_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_nested_broadcasting_error_cases_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_nested_broadcasting_requires_grad_failure_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_seq_len_0_inputs_fused_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_seq_len_0_inputs_fused_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_attn_mask_present_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_broadcast_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_broadcast_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_broadcast_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_dim_3_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_dim_3_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_dim_3_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_head_dim_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_head_dim_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_head_dim_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_invalid_dtype_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_invalid_dtype_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_invalid_dtype_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_1_dimensional_inputs_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_1_dimensional_inputs_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_1_dimensional_inputs_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_datatypes_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_datatypes_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_datatypes_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_devices_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_devices_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_devices_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_last_dim_stride_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_last_dim_stride_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_last_dim_stride_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_sdpa_kernel_grouped_query_attention_cuda_fused_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_sequence_lengths_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_sequence_lengths_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_sequence_lengths_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_mask_invalid_last_dim_stride_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_mask_invalid_last_dim_stride_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_mem_eff_attention_fail_with_batch_size_geq_65536_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_mem_eff_attention_fail_with_batch_size_geq_65536_error_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_mem_eff_attention_large_seq_len_uniform_attention_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_mem_efficient_fail_bfloat16_less_than_sm80_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_nested_fails_on_padding_head_dim_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_unaligned_tensors_cuda, test/test_transformers.py::TestSDPACUDA::test_scaled_dot_product_attention_math_with_negative_scale_kernel0_cuda, test/test_transformers.py::TestSDPACUDA::test_sdp_math_gradcheck_contiguous_inputs_False_cuda, test/test_transformers.py::TestSDPACUDA::test_sdp_math_gradcheck_contiguous_inputs_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_d256_heuristic_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_different_dk_dv_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_fail_d128_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_gqa_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_nonmodulo64seqlen_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_preserves_query_layout_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_trivial_output_transpose_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_different_dk_dv_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel0_warn_only_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel0_warn_only_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel1_warn_only_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel1_warn_only_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel2_warn_only_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_backwards_throws_determinism_warning_fused_kernel2_warn_only_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel0_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_False_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_query_dense_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_seq_len_1_inputs_fused_kernel0_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_seq_len_1_inputs_fused_kernel1_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_choice_type_dense_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_choice_type_nested_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_priority_order_use_compile_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_priority_order_use_compile_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_long_sequence_mask_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_long_sequence_mask_float32_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_non_contig_mask_bug_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_non_contiguous_mask_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_non_contiguous_mask_float32_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_backwards_determinism_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_mask_variants_mask_dim_1_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_mask_variants_mask_dim_2_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_mask_variants_mask_dim_3_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_mask_variants_mask_dim_4_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_103_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_103_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_cudnn_nested_type_nested_is_contiguous_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_dense_fused_kernel0_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_dense_fused_kernel1_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_nested_fused_kernel0_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_nested_fused_kernel1_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_dense_is_contiguous_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_dense_is_contiguous_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_nested_is_contiguous_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_nested_is_contiguous_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_choice_with_determinism_warn_only_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_choice_with_determinism_warn_only_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_False_bfloat16_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_False_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_True_bfloat16_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_True_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_False_bfloat16_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_False_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_True_bfloat16_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_True_float16_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_False_is_causal_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_False_is_causal_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_True_is_causal_False_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_True_is_causal_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_singelton_head_dim_stride_ne_1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_LOWER_RIGHT_shape0_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_LOWER_RIGHT_shape1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_LOWER_RIGHT_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_LOWER_RIGHT_shape3_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_UPPER_LEFT_shape0_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_UPPER_LEFT_shape1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_UPPER_LEFT_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_UPPER_LEFT_shape3_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_LOWER_RIGHT_shape0_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_LOWER_RIGHT_shape1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_LOWER_RIGHT_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_LOWER_RIGHT_shape3_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_UPPER_LEFT_shape0_cuda, 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test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim1_float32_cuda PASSED [0.0037s] [ 0%] 2025-09-07T07:27:51.7189040Z test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim_2_bool_cuda PASSED [0.0038s] [ 0%] 2025-09-07T07:27:51.7189918Z test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim_2_float32_cuda PASSED [0.0039s] [ 0%] 2025-09-07T07:27:51.7190783Z test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim1_bool_cuda PASSED [0.0045s] [ 0%] 2025-09-07T07:27:51.7191639Z test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim1_float32_cuda PASSED [0.0038s] [ 0%] 2025-09-07T07:27:51.7192497Z test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim_2_bool_cuda PASSED [0.0040s] [ 0%] 2025-09-07T07:27:51.7193492Z test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim_2_float32_cuda PASSED [0.0044s] [ 0%] 2025-09-07T07:27:51.7194461Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_attn_mask_dropout_p_0_0_cuda PASSED [0.0205s] [ 0%] 2025-09-07T07:27:51.7195238Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_attn_mask_dropout_p_0_2_cuda PASSED [0.0044s] [ 0%] 2025-09-07T07:27:51.7196006Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_attn_mask_dropout_p_0_5_cuda PASSED [0.0039s] [ 0%] 2025-09-07T07:27:51.7196791Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_causal_attn_mask_dropout_p_0_0_cuda PASSED [0.0056s] [ 0%] 2025-09-07T07:27:51.7197597Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_causal_attn_mask_dropout_p_0_2_cuda PASSED [0.0052s] [ 0%] 2025-09-07T07:27:51.7198402Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_causal_attn_mask_dropout_p_0_5_cuda PASSED [0.0051s] [ 0%] 2025-09-07T07:27:51.7199240Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_attn_mask_dropout_p_0_0_cuda PASSED [0.0031s] [ 0%] 2025-09-07T07:27:51.7200002Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_attn_mask_dropout_p_0_2_cuda PASSED [0.0031s] [ 0%] 2025-09-07T07:27:51.7200768Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_attn_mask_dropout_p_0_5_cuda PASSED [0.0031s] [ 0%] 2025-09-07T07:27:51.7201562Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_causal_attn_mask_dropout_p_0_0_cuda PASSED [0.0051s] [ 0%] 2025-09-07T07:27:51.7202372Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_causal_attn_mask_dropout_p_0_2_cuda PASSED [0.0047s] [ 0%] 2025-09-07T07:27:51.7203178Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_causal_attn_mask_dropout_p_0_5_cuda PASSED [0.0051s] [ 0%] 2025-09-07T07:27:51.7204774Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_no_attn_mask_dropout_p_0_0_cuda SKIPPED [0.0007s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/131086 for platform(s) linux, rocm. 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If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-09-07T07:27:51.7211470Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_attn_mask_dropout_p_0_0_cuda PASSED [0.0038s] [ 0%] 2025-09-07T07:27:51.7212367Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_attn_mask_dropout_p_0_2_cuda PASSED [0.0036s] [ 0%] 2025-09-07T07:27:51.7213227Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_attn_mask_dropout_p_0_5_cuda PASSED [0.0039s] [ 0%] 2025-09-07T07:27:51.7214075Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_causal_attn_mask_dropout_p_0_0_cuda PASSED [0.0046s] [ 0%] 2025-09-07T07:27:51.7214890Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_causal_attn_mask_dropout_p_0_2_cuda PASSED [0.0047s] [ 0%] 2025-09-07T07:27:51.7215699Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_causal_attn_mask_dropout_p_0_5_cuda PASSED [0.0046s] [ 0%] 2025-09-07T07:27:51.7216488Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_attn_mask_dropout_p_0_0_cuda PASSED [0.0027s] [ 0%] 2025-09-07T07:27:51.7217265Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_attn_mask_dropout_p_0_2_cuda PASSED [0.0026s] [ 0%] 2025-09-07T07:27:51.7218099Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_attn_mask_dropout_p_0_5_cuda PASSED [0.0026s] [ 0%] 2025-09-07T07:27:51.7218890Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_causal_attn_mask_dropout_p_0_0_cuda PASSED [0.0047s] [ 0%] 2025-09-07T07:27:51.7219698Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_causal_attn_mask_dropout_p_0_2_cuda PASSED [0.0047s] [ 0%] 2025-09-07T07:27:51.7220496Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_causal_attn_mask_dropout_p_0_5_cuda PASSED [0.0046s] [ 0%] 2025-09-07T07:27:51.7222069Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_no_attn_mask_dropout_p_0_0_cuda SKIPPED [0.0006s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/129853 for platform(s) linux, rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-09-07T07:27:51.7224370Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_no_attn_mask_dropout_p_0_2_cuda SKIPPED [0.0005s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/131107 for platform(s) linux, rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-09-07T07:27:51.7226651Z test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_no_attn_mask_dropout_p_0_5_cuda SKIPPED [0.0005s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/131179 for platform(s) linux, rocm. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-09-07T07:27:51.7228086Z test_transformers.py::TestTransformersCUDA::test_script_encoder_subclass_cuda PASSED [0.2346s] [ 0%] 2025-09-07T07:27:51.7228667Z test_transformers.py::TestTransformersCUDA::test_script_mha_in_proj_weight_none_cuda PASSED [0.0209s] [ 0%] 2025-09-07T07:27:51.7229402Z test_transformers.py::TestTransformersCUDA::test_self_attn_TxT_attn_mask_cuda SKIPPED [0.0002s] (4D mask not supported yet - activate when 4D mask supported) [ 0%] 2025-09-07T07:27:51.7230097Z test_transformers.py::TestTransformersCUDA::test_train_with_is_causal_cuda PASSED [0.0422s] [ 0%] 2025-09-07T07:27:51.7230832Z test_transformers.py::TestTransformersCUDA::test_train_with_pad_and_catch_error_cuda SKIPPED [0.0012s] (test is slow; run with PYTORCH_TEST_WITH_SLOW to enable test) [ 0%] 2025-09-07T07:27:51.7231606Z test_transformers.py::TestTransformersCUDA::test_transformer_bias_is_none_cuda PASSED [0.0380s] [ 0%] 2025-09-07T07:27:51.7232366Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_False_enable_nested_tensor_False_cuda PASSED [0.0316s] [ 0%] 2025-09-07T07:27:51.7233263Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_False_enable_nested_tensor_True_cuda PASSED [0.0305s] [ 0%] 2025-09-07T07:27:51.7234120Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_True_enable_nested_tensor_False_cuda PASSED [0.0331s] [ 0%] 2025-09-07T07:27:51.7234960Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_True_enable_nested_tensor_True_cuda PASSED [0.0333s] [ 0%] 2025-09-07T07:27:51.7235826Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_False_enable_nested_tensor_False_cuda PASSED [0.0281s] [ 0%] 2025-09-07T07:27:51.7236673Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_False_enable_nested_tensor_True_cuda PASSED [0.0301s] [ 0%] 2025-09-07T07:27:51.7237563Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_True_enable_nested_tensor_False_cuda PASSED [0.0326s] [ 0%] 2025-09-07T07:27:51.7238407Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_True_enable_nested_tensor_True_cuda PASSED [0.0324s] [ 0%] 2025-09-07T07:27:51.7239334Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_False_d_model_12_cuda PASSED [0.0562s] [ 0%] 2025-09-07T07:27:51.7240341Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_False_d_model_256_cuda PASSED [0.1629s] [ 0%] 2025-09-07T07:27:51.7241350Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_True_d_model_12_cuda PASSED [0.1859s] [ 0%] 2025-09-07T07:27:51.7242362Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_True_d_model_256_cuda PASSED [0.0655s] [ 0%] 2025-09-07T07:27:51.7243374Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_False_d_model_12_cuda PASSED [0.0651s] [ 0%] 2025-09-07T07:27:51.7244378Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_False_d_model_256_cuda PASSED [0.0686s] [ 0%] 2025-09-07T07:27:51.7245377Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_True_d_model_12_cuda PASSED [0.0698s] [ 0%] 2025-09-07T07:27:51.7246492Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_True_d_model_256_cuda PASSED [0.0625s] [ 0%] 2025-09-07T07:27:51.7247491Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_False_training_False_enable_nested_tensor_False_cuda PASSED [0.0115s] [ 0%] 2025-09-07T07:27:51.7248424Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_False_training_True_enable_nested_tensor_False_cuda PASSED [0.0109s] [ 0%] 2025-09-07T07:27:51.7249347Z test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_True_training_False_enable_nested_tensor_False_cuda PASSED [0.0092s] [ 0%] 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test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_subclass_cuda PASSED [0.2357s] [ 0%] 2025-09-07T07:27:51.7255346Z test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_subclass_model_cuda PASSED [1.0671s] [ 0%] 2025-09-07T07:27:51.7255960Z test_transformers.py::TestTransformersCUDA::test_with_nested_tensor_input_cuda PASSED [0.0123s] [ 0%] 2025-09-07T07:27:51.7256573Z test_transformers.py::TestSDPAFailureModesCUDA::test_dispatch_fails_no_backend_cuda PASSED [0.0018s] [ 0%] 2025-09-07T07:27:51.7257209Z test_transformers.py::TestSDPAFailureModesCUDA::test_flash_atteention_large_bf16_nan_values_cuda PASSED [0.0022s] [ 0%] 2025-09-07T07:27:51.7257932Z test_transformers.py::TestSDPAFailureModesCUDA::test_flash_attention_fail_with_non_square_causal_attention_cuda PASSED [0.0066s] [ 0%] 2025-09-07T07:27:51.7258611Z test_transformers.py::TestSDPAFailureModesCUDA::test_flash_autocast_fp32_bfloat16_cuda PASSED [0.0027s] [ 0%] 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not SM86+ hardware) [ 0%] 2025-09-07T07:27:51.7263866Z test_transformers.py::TestSDPAFailureModesCUDA::test_flash_fail_fp32_cuda PASSED [0.0070s] [ 0%] 2025-09-07T07:27:51.7264494Z test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_nested_broadcasting_error_cases_cuda PASSED [0.0029s] [ 0%] 2025-09-07T07:27:51.7265245Z test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_nested_broadcasting_requires_grad_failure_cuda PASSED [0.0074s] [ 0%] 2025-09-07T07:27:51.7265986Z test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_seq_len_0_inputs_fused_kernel0_cuda PASSED [0.0029s] [ 0%] 2025-09-07T07:27:51.7266666Z test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_seq_len_0_inputs_fused_kernel1_cuda PASSED [0.0026s] [ 0%] 2025-09-07T07:27:51.7267356Z test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_attn_mask_present_kernel0_cuda PASSED [0.0014s] [ 0%] 2025-09-07T07:27:51.7268042Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16 PASSED [0.0545s] [ 57%] 2025-09-07T07:27:52.4144968Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16 PASSED [0.0013s] [ 57%] 2025-09-07T07:27:52.4145805Z test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16 [W907 07:25:33.705014012 attention.cpp:916] Warning: Dropout mask should only be used for testing purposes. 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test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0066s] [ 58%] 2025-09-07T07:27:52.4247166Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0063s] [ 58%] 2025-09-07T07:27:52.4247738Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0069s] [ 58%] 2025-09-07T07:27:52.4248304Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0076s] [ 58%] 2025-09-07T07:27:52.4250619Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0069s] [ 58%] 2025-09-07T07:27:52.4251190Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0045s] [ 58%] 2025-09-07T07:27:52.4251919Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0009s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 58%] 2025-09-07T07:27:52.4252485Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0063s] [ 58%] 2025-09-07T07:27:52.4253082Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16 PASSED [0.6090s] [ 58%] 2025-09-07T07:27:52.4253808Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0013s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 58%] 2025-09-07T07:27:52.4254400Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0070s] [ 58%] 2025-09-07T07:27:52.4255014Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0063s] [ 58%] 2025-09-07T07:27:52.4255736Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0010s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 58%] 2025-09-07T07:27:52.4256302Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0073s] [ 58%] 2025-09-07T07:27:52.4256861Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16 PASSED [0.7464s] [ 58%] 2025-09-07T07:27:52.4257593Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0012s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 58%] 2025-09-07T07:27:52.4258153Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0074s] [ 58%] 2025-09-07T07:27:52.4258717Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0056s] [ 58%] 2025-09-07T07:27:52.4259310Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0069s] [ 58%] 2025-09-07T07:27:52.4259876Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0065s] [ 58%] 2025-09-07T07:27:52.4260439Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16 PASSED [0.7727s] [ 58%] 2025-09-07T07:27:52.4261006Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0072s] [ 58%] 2025-09-07T07:27:52.4261604Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0063s] [ 58%] 2025-09-07T07:27:52.4262170Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0068s] [ 58%] 2025-09-07T07:27:52.4262732Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0095s] [ 58%] 2025-09-07T07:27:52.4263327Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0085s] [ 58%] 2025-09-07T07:27:52.4263936Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16 PASSED [1.0784s] [ 58%] 2025-09-07T07:27:52.4264507Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0009s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 58%] 2025-09-07T07:27:52.4266932Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0067s] [ 58%] 2025-09-07T07:27:52.4267495Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16 PASSED [0.8722s] [ 58%] 2025-09-07T07:27:52.4268259Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0012s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 58%] 2025-09-07T07:27:52.4268824Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0076s] [ 58%] 2025-09-07T07:27:52.4269395Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0068s] [ 58%] 2025-09-07T07:27:52.4270116Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0009s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 58%] 2025-09-07T07:27:52.4270717Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0081s] [ 58%] 2025-09-07T07:27:52.4271274Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16 PASSED [1.1766s] [ 58%] 2025-09-07T07:27:52.4272028Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0012s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 58%] 2025-09-07T07:27:52.4272635Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0078s] [ 58%] 2025-09-07T07:27:52.4273205Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0053s] [ 58%] 2025-09-07T07:27:52.4273770Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0065s] [ 58%] 2025-09-07T07:27:52.4274339Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0068s] [ 58%] 2025-09-07T07:27:52.4274905Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16 PASSED [0.5695s] [ 58%] 2025-09-07T07:27:52.4275467Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0067s] [ 58%] 2025-09-07T07:27:52.4276036Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0059s] [ 58%] 2025-09-07T07:27:52.4276637Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0060s] [ 58%] 2025-09-07T07:27:52.4277209Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0069s] [ 58%] 2025-09-07T07:27:52.4277769Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0072s] [ 58%] 2025-09-07T07:27:52.4278337Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16 PASSED [0.6852s] [ 58%] 2025-09-07T07:27:52.4278938Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0104s] [ 58%] 2025-09-07T07:27:52.4279509Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0102s] [ 58%] 2025-09-07T07:27:52.4280074Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0064s] [ 58%] 2025-09-07T07:27:52.4280836Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0018s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 58%] 2025-09-07T07:27:52.4281471Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0089s] [ 58%] 2025-09-07T07:27:52.4282042Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16 PASSED [0.6361s] [ 58%] 2025-09-07T07:27:52.4282772Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0013s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 58%] 2025-09-07T07:27:52.4283348Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0068s] [ 59%] 2025-09-07T07:27:52.4283908Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0072s] [ 59%] 2025-09-07T07:27:52.4284634Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0010s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 59%] 2025-09-07T07:27:52.4285193Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0073s] [ 59%] 2025-09-07T07:27:52.4285794Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16 PASSED [0.7420s] [ 59%] 2025-09-07T07:27:52.4286629Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0013s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 59%] 2025-09-07T07:27:52.4287201Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0069s] [ 59%] 2025-09-07T07:27:52.4287807Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0040s] [ 59%] 2025-09-07T07:27:52.4288375Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0059s] [ 59%] 2025-09-07T07:27:52.4288936Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0063s] [ 59%] 2025-09-07T07:27:52.4289535Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16 PASSED [0.7731s] [ 59%] 2025-09-07T07:27:52.4290136Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0075s] [ 59%] 2025-09-07T07:27:52.4290705Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0066s] [ 59%] 2025-09-07T07:27:52.4291269Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0064s] [ 59%] 2025-09-07T07:27:52.4291839Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0080s] [ 59%] 2025-09-07T07:27:52.4292410Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0082s] [ 59%] 2025-09-07T07:27:52.4292988Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16 PASSED [1.0761s] [ 59%] 2025-09-07T07:27:52.4293557Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0080s] [ 59%] 2025-09-07T07:27:52.4294163Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0091s] [ 59%] 2025-09-07T07:27:52.4294730Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0056s] [ 59%] 2025-09-07T07:27:52.4295459Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0012s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 59%] 2025-09-07T07:27:52.4296018Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0068s] [ 59%] 2025-09-07T07:27:52.4296621Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16 PASSED [0.9188s] [ 59%] 2025-09-07T07:27:52.4297341Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0012s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 59%] 2025-09-07T07:27:52.4297954Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0067s] [ 59%] 2025-09-07T07:27:52.4298552Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0062s] [ 59%] 2025-09-07T07:27:52.4299279Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0009s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 59%] 2025-09-07T07:27:52.4299841Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0073s] [ 59%] 2025-09-07T07:27:52.4300407Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16 PASSED [1.1697s] [ 59%] 2025-09-07T07:27:52.4301133Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0012s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 59%] 2025-09-07T07:27:52.4301704Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0073s] [ 59%] 2025-09-07T07:27:52.4302267Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0046s] [ 59%] 2025-09-07T07:27:52.4302866Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0055s] [ 59%] 2025-09-07T07:27:52.4303427Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0055s] [ 59%] 2025-09-07T07:27:52.4303988Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16 PASSED [0.5584s] [ 59%] 2025-09-07T07:27:52.4304551Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0060s] [ 59%] 2025-09-07T07:27:52.4305155Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0057s] [ 59%] 2025-09-07T07:27:52.4305713Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0059s] [ 59%] 2025-09-07T07:27:52.4306277Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0072s] [ 59%] 2025-09-07T07:27:52.4308613Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0064s] [ 59%] 2025-09-07T07:27:52.4309172Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0041s] [ 59%] 2025-09-07T07:27:52.4309741Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0155s] [ 60%] 2025-09-07T07:27:52.4361116Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0159s] [ 60%] 2025-09-07T07:27:52.4361688Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0152s] [ 60%] 2025-09-07T07:27:52.4362258Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0136s] [ 60%] 2025-09-07T07:27:52.4364561Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0191s] [ 60%] 2025-09-07T07:27:52.4365133Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0114s] [ 60%] 2025-09-07T07:27:52.4365869Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0011s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 60%] 2025-09-07T07:27:52.4366607Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0116s] [ 60%] 2025-09-07T07:27:52.4367173Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16 PASSED [0.6198s] [ 60%] 2025-09-07T07:27:52.4367940Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0013s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 60%] 2025-09-07T07:27:52.4368536Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0160s] [ 60%] 2025-09-07T07:27:52.4369114Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0154s] [ 60%] 2025-09-07T07:27:52.4369843Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0011s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 60%] 2025-09-07T07:27:52.4370416Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0195s] [ 60%] 2025-09-07T07:27:52.4370981Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16 PASSED [0.7706s] [ 60%] 2025-09-07T07:27:52.4371712Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0129s] [ 60%] 2025-09-07T07:27:52.4374544Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0190s] [ 60%] 2025-09-07T07:27:52.4375106Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16 PASSED [0.8054s] [ 60%] 2025-09-07T07:27:52.4375721Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0171s] [ 60%] 2025-09-07T07:27:52.4376280Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0161s] [ 60%] 2025-09-07T07:27:52.4376851Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0167s] [ 60%] 2025-09-07T07:27:52.4377446Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0209s] [ 60%] 2025-09-07T07:27:52.4378041Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0234s] [ 60%] 2025-09-07T07:27:52.4378613Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16 PASSED [1.0979s] [ 60%] 2025-09-07T07:27:52.4379179Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0155s] [ 60%] 2025-09-07T07:27:52.4379762Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0220s] [ 60%] 2025-09-07T07:27:52.4380334Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0143s] [ 60%] 2025-09-07T07:27:52.4381059Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0011s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 60%] 2025-09-07T07:27:52.4381622Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0124s] [ 60%] 2025-09-07T07:27:52.4382239Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16 PASSED [0.9195s] [ 60%] 2025-09-07T07:27:52.4382971Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0013s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 60%] 2025-09-07T07:27:52.4383543Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0193s] [ 60%] 2025-09-07T07:27:52.4384106Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0185s] [ 60%] 2025-09-07T07:27:52.4384873Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0012s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 60%] 2025-09-07T07:27:52.4385435Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0218s] [ 60%] 2025-09-07T07:27:52.4386041Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16 PASSED [1.2024s] [ 60%] 2025-09-07T07:27:52.4386812Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0014s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 60%] 2025-09-07T07:27:52.4387383Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0174s] [ 60%] 2025-09-07T07:27:52.4387947Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_1024_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0146s] [ 60%] 2025-09-07T07:27:52.4388519Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0125s] [ 60%] 2025-09-07T07:27:52.4389086Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0165s] [ 60%] 2025-09-07T07:27:52.4389651Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16 PASSED [0.6140s] [ 60%] 2025-09-07T07:27:52.4390218Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0512s] [ 60%] 2025-09-07T07:27:52.4390821Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0490s] [ 60%] 2025-09-07T07:27:52.4391390Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0252s] [ 60%] 2025-09-07T07:27:52.4391959Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0171s] [ 60%] 2025-09-07T07:27:52.4392529Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0205s] [ 60%] 2025-09-07T07:27:52.4393133Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16 PASSED [0.6957s] [ 60%] 2025-09-07T07:27:52.4393698Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0138s] [ 60%] 2025-09-07T07:27:52.4394271Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0199s] [ 60%] 2025-09-07T07:27:52.4394867Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0127s] [ 60%] 2025-09-07T07:27:52.4395638Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0012s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 60%] 2025-09-07T07:27:52.4396200Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0119s] [ 60%] 2025-09-07T07:27:52.4396763Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16 PASSED [0.6220s] [ 60%] 2025-09-07T07:27:52.4397485Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0013s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 60%] 2025-09-07T07:27:52.4398054Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0155s] [ 60%] 2025-09-07T07:27:52.4398616Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0154s] [ 60%] 2025-09-07T07:27:52.4399341Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0011s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 60%] 2025-09-07T07:27:52.4399942Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0189s] [ 60%] 2025-09-07T07:27:52.4400527Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16 PASSED [0.7501s] [ 60%] 2025-09-07T07:27:52.4401259Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0013s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 60%] 2025-09-07T07:27:52.4401867Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0145s] [ 60%] 2025-09-07T07:27:52.4402437Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0127s] [ 60%] 2025-09-07T07:27:52.4403007Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0120s] [ 60%] 2025-09-07T07:27:52.4403596Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0181s] [ 60%] 2025-09-07T07:27:52.4404197Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16 PASSED [0.7890s] [ 60%] 2025-09-07T07:27:52.4404759Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0174s] [ 60%] 2025-09-07T07:27:52.4405328Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0170s] [ 60%] 2025-09-07T07:27:52.4405891Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0176s] [ 60%] 2025-09-07T07:27:52.4406545Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0196s] [ 60%] 2025-09-07T07:27:52.4407106Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0224s] [ 60%] 2025-09-07T07:27:52.4407675Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16 PASSED [1.1179s] [ 60%] 2025-09-07T07:27:52.4408242Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0162s] [ 60%] 2025-09-07T07:27:52.4408844Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0244s] [ 60%] 2025-09-07T07:27:52.4409409Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0140s] [ 60%] 2025-09-07T07:27:52.4410489Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0013s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 60%] 2025-09-07T07:27:52.4411186Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0121s] [ 60%] 2025-09-07T07:27:52.4411759Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16 PASSED [0.9144s] [ 60%] 2025-09-07T07:27:52.4412548Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0013s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 60%] 2025-09-07T07:27:52.4413205Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0173s] [ 60%] 2025-09-07T07:27:52.4413772Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0168s] [ 60%] 2025-09-07T07:27:52.4414506Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 SKIPPED [0.0012s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 60%] 2025-09-07T07:27:52.4415067Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0211s] [ 60%] 2025-09-07T07:27:52.4415636Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16 PASSED [1.2117s] [ 60%] 2025-09-07T07:27:52.4416367Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 SKIPPED [0.0013s] (Flash V2 does not accept is_casual when seq_len_q != seq_len_k) [ 60%] 2025-09-07T07:27:52.4416955Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0165s] [ 60%] 2025-09-07T07:27:52.4417524Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_1024_head_dim_64_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0143s] [ 60%] 2025-09-07T07:27:52.4418147Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0080s] [ 60%] 2025-09-07T07:27:52.4418710Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0076s] [ 60%] 2025-09-07T07:27:52.4419278Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16 PASSED [0.5810s] [ 60%] 2025-09-07T07:27:52.4419875Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0084s] [ 60%] 2025-09-07T07:27:52.4420441Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0087s] [ 60%] 2025-09-07T07:27:52.4421014Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0094s] [ 60%] 2025-09-07T07:27:52.4421610Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0097s] [ 60%] 2025-09-07T07:27:52.4422203Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0097s] [ 60%] 2025-09-07T07:27:52.4422770Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16 PASSED [0.6838s] [ 60%] 2025-09-07T07:27:52.4423332Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0092s] [ 60%] 2025-09-07T07:27:52.4423902Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0095s] [ 60%] 2025-09-07T07:27:52.4424470Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0066s] [ 60%] 2025-09-07T07:27:52.4425032Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0075s] [ 60%] 2025-09-07T07:27:52.4425596Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0084s] [ 60%] 2025-09-07T07:27:52.4426160Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16 PASSED [0.6132s] [ 60%] 2025-09-07T07:27:52.4426756Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0113s] [ 60%] 2025-09-07T07:27:52.4427324Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0099s] [ 60%] 2025-09-07T07:27:52.4427885Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0101s] [ 60%] 2025-09-07T07:27:52.4428453Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0126s] [ 60%] 2025-09-07T07:27:52.4429043Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0117s] [ 60%] 2025-09-07T07:27:52.4429611Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16 PASSED [0.7641s] [ 60%] 2025-09-07T07:27:52.4430202Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0095s] [ 60%] 2025-09-07T07:27:52.4430812Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0100s] [ 60%] 2025-09-07T07:27:52.4431376Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_32_is_causal_True_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0072s] [ 61%] 2025-09-07T07:27:52.4431936Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0081s] [ 61%] 2025-09-07T07:27:52.4432493Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0092s] [ 61%] 2025-09-07T07:27:52.4433065Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16 PASSED [0.8261s] [ 61%] 2025-09-07T07:27:52.4433627Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0091s] [ 61%] 2025-09-07T07:27:52.4434190Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0097s] [ 61%] 2025-09-07T07:27:52.4439473Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_0_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0089s] [ 61%] 2025-09-07T07:27:52.4440193Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0113s] [ 61%] 2025-09-07T07:27:52.4440782Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0121s] [ 61%] 2025-09-07T07:27:52.4441358Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale0_fused_kernel2_cuda_float16 PASSED [1.1257s] [ 61%] 2025-09-07T07:27:52.4441928Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel0_cuda_float16 PASSED [0.0099s] [ 61%] 2025-09-07T07:27:52.4442550Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel1_cuda_float16 PASSED [0.0106s] [ 61%] 2025-09-07T07:27:52.4443114Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_False_dropout_p_0_22_float16_scale_l1_fused_kernel2_cuda_float16 PASSED [0.0074s] [ 61%] 2025-09-07T07:27:52.4443708Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16 PASSED [0.0079s] [ 61%] 2025-09-07T07:27:52.4444302Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel1_cuda_float16 PASSED [0.0100s] [ 61%] 2025-09-07T07:27:52.4444856Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_8_seq_len_q_256_seq_len_k_256_head_dim_64_is_causal_True_dropout_p_0_0_float16_scale0_fused_kernel2_cuda_float16 PASSED [0.8932s] [ 61%] 2025-09-07T07:27:52.4445428Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda PASSED [0.0099s] [ 62%] 2025-09-07T07:27:52.4522471Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda PASSED [0.0101s] [ 62%] 2025-09-07T07:27:52.4523088Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda PASSED [0.0103s] [ 62%] 2025-09-07T07:27:52.4523766Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda PASSED [0.0100s] [ 62%] 2025-09-07T07:27:52.4524386Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda PASSED [0.0102s] [ 62%] 2025-09-07T07:27:52.4525008Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda PASSED [0.0102s] [ 62%] 2025-09-07T07:27:52.4525629Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_False_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda PASSED [0.0094s] [ 62%] 2025-09-07T07:27:52.4526302Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda PASSED [0.0098s] [ 62%] 2025-09-07T07:27:52.4527025Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda PASSED [0.0100s] [ 62%] 2025-09-07T07:27:52.4527655Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda PASSED [0.0100s] [ 62%] 2025-09-07T07:27:52.4528309Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda PASSED [0.0104s] [ 62%] 2025-09-07T07:27:52.4528972Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda PASSED [0.0099s] [ 62%] 2025-09-07T07:27:52.4529592Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda PASSED [0.0102s] [ 62%] 2025-09-07T07:27:52.4530216Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda PASSED [0.0104s] [ 62%] 2025-09-07T07:27:52.4530835Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_False_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda PASSED [0.0095s] [ 62%] 2025-09-07T07:27:52.4531468Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_False_cuda PASSED [0.0023s] [ 62%] 2025-09-07T07:27:52.4532091Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_False_expand_v_num_heads_True_cuda PASSED [0.0022s] [ 62%] 2025-09-07T07:27:52.4532716Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_False_cuda PASSED [0.0022s] [ 62%] 2025-09-07T07:27:52.4533412Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_False_expand_k_num_heads_True_expand_v_num_heads_True_cuda PASSED [0.0022s] [ 62%] 2025-09-07T07:27:52.4534061Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_False_cuda PASSED [0.0022s] [ 62%] 2025-09-07T07:27:52.4534680Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_False_expand_v_num_heads_True_cuda PASSED [0.0022s] [ 62%] 2025-09-07T07:27:52.4535307Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_False_cuda PASSED [0.0022s] [ 62%] 2025-09-07T07:27:52.4535956Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_kernel1_expand_q_batch_True_expand_k_batch_True_expand_v_batch_True_expand_q_num_heads_True_expand_k_num_heads_True_expand_v_num_heads_True_cuda PASSED [0.0021s] [ 62%] 2025-09-07T07:27:52.4536270Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_nested_broadcasting_query_dense_cuda PASSED [0.0116s] [ 62%] 2025-09-07T07:27:52.4536572Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_seq_len_1_inputs_fused_kernel0_cuda PASSED [0.0120s] [ 62%] 2025-09-07T07:27:52.4536902Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_kernels_seq_len_1_inputs_fused_kernel1_cuda PASSED [0.0120s] [ 62%] 2025-09-07T07:27:52.4537189Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_choice_type_dense_cuda PASSED [0.0014s] [ 62%] 2025-09-07T07:27:52.4537441Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_choice_type_nested_cuda PASSED [0.0015s] [ 62%] 2025-09-07T07:27:52.4537794Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_priority_order_use_compile_False_cuda ('RERUN', {'yellow': True}) [1.4299s] [ 62%] 2025-09-07T07:27:52.4538131Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_priority_order_use_compile_False_cuda ('RERUN', {'yellow': True}) [0.0634s] [ 62%] 2025-09-07T07:27:52.4538439Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_priority_order_use_compile_False_cuda FAILED [0.0628s] [ 62%] 2025-09-07T07:27:52.4538445Z 2025-09-07T07:27:52.4538544Z ==================================== RERUNS ==================================== 2025-09-07T07:27:52.4538742Z __ TestSDPACudaOnlyCUDA.test_fused_sdp_priority_order_use_compile_False_cuda ___ 2025-09-07T07:27:52.4538828Z Traceback (most recent call last): 2025-09-07T07:27:52.4539100Z File "/var/lib/jenkins/workspace/test/test_transformers.py", line 3233, in test_fused_sdp_priority_order 2025-09-07T07:27:52.4539193Z scaled_dot_product_attention(q, q, q) 2025-09-07T07:27:52.4541173Z torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 512.00 MiB. GPU 0 has a total capacity of 22.05 GiB of which 14.49 GiB is free. Process 11318 has 184.00 MiB memory in use. Process 11317 has 184.00 MiB memory in use. Process 11377 has 316.00 MiB memory in use. Process 11376 has 354.00 MiB memory in use. Process 22726 has 184.00 MiB memory in use. Including non-PyTorch memory, this process has 6.33 GiB memory in use. 6.39 GiB allowed; Of the allocated memory 5.10 GiB is allocated by PyTorch, and 964.00 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation. See documentation for Memory Management (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables) 2025-09-07T07:27:52.4541190Z 2025-09-07T07:27:52.4541330Z To execute this test, run the following from the base repo dir: 2025-09-07T07:27:52.4541641Z python test/test_transformers.py TestSDPACudaOnlyCUDA.test_fused_sdp_priority_order_use_compile_False_cuda 2025-09-07T07:27:52.4541653Z 2025-09-07T07:27:52.4541827Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-09-07T07:27:52.4542020Z __ TestSDPACudaOnlyCUDA.test_fused_sdp_priority_order_use_compile_False_cuda ___ 2025-09-07T07:27:52.4542123Z Traceback (most recent call last): 2025-09-07T07:27:52.4542395Z File "/var/lib/jenkins/workspace/test/test_transformers.py", line 3233, in test_fused_sdp_priority_order 2025-09-07T07:27:52.4542487Z scaled_dot_product_attention(q, q, q) 2025-09-07T07:27:52.4544419Z torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 512.00 MiB. GPU 0 has a total capacity of 22.05 GiB of which 14.42 GiB is free. Process 11318 has 184.00 MiB memory in use. Process 11317 has 184.00 MiB memory in use. Process 11377 has 316.00 MiB memory in use. Process 11376 has 354.00 MiB memory in use. Process 22726 has 184.00 MiB memory in use. Including non-PyTorch memory, this process has 6.39 GiB memory in use. 6.39 GiB allowed; Of the allocated memory 5.16 GiB is allocated by PyTorch, and 964.00 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation. See documentation for Memory Management (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables) 2025-09-07T07:27:52.4544461Z 2025-09-07T07:27:52.4544606Z To execute this test, run the following from the base repo dir: 2025-09-07T07:27:52.4544877Z python test/test_transformers.py TestSDPACudaOnlyCUDA.test_fused_sdp_priority_order_use_compile_False_cuda 2025-09-07T07:27:52.4544880Z 2025-09-07T07:27:52.4545078Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-09-07T07:27:52.4545204Z =================================== FAILURES =================================== 2025-09-07T07:27:52.4545390Z __ TestSDPACudaOnlyCUDA.test_fused_sdp_priority_order_use_compile_False_cuda ___ 2025-09-07T07:27:52.4545478Z Traceback (most recent call last): 2025-09-07T07:27:52.4545736Z File "/var/lib/jenkins/workspace/test/test_transformers.py", line 3233, in test_fused_sdp_priority_order 2025-09-07T07:27:52.4545824Z scaled_dot_product_attention(q, q, q) 2025-09-07T07:27:52.4547785Z torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 512.00 MiB. GPU 0 has a total capacity of 22.05 GiB of which 14.36 GiB is free. Process 11318 has 184.00 MiB memory in use. Process 11317 has 184.00 MiB memory in use. Process 11377 has 316.00 MiB memory in use. Process 11376 has 354.00 MiB memory in use. Process 22726 has 184.00 MiB memory in use. Including non-PyTorch memory, this process has 6.46 GiB memory in use. 6.39 GiB allowed; Of the allocated memory 5.23 GiB is allocated by PyTorch, and 964.00 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation. See documentation for Memory Management (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables) 2025-09-07T07:27:52.4547799Z 2025-09-07T07:27:52.4547931Z To execute this test, run the following from the base repo dir: 2025-09-07T07:27:52.4548202Z python test/test_transformers.py TestSDPACudaOnlyCUDA.test_fused_sdp_priority_order_use_compile_False_cuda 2025-09-07T07:27:52.4548205Z 2025-09-07T07:27:52.4548385Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-09-07T07:27:52.4548789Z - generated xml file: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_transformers/test_transformers-8995fbe5e75bc4be.xml - 2025-09-07T07:27:52.4548903Z =========================== short test summary info ============================ 2025-09-07T07:27:52.4551200Z FAILED [0.0628s] test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_priority_order_use_compile_False_cuda - torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 512.00 MiB. GPU 0 has a total capacity of 22.05 GiB of which 14.36 GiB is free. Process 11318 has 184.00 MiB memory in use. Process 11317 has 184.00 MiB memory in use. Process 11377 has 316.00 MiB memory in use. Process 11376 has 354.00 MiB memory in use. Process 22726 has 184.00 MiB memory in use. Including non-PyTorch memory, this process has 6.46 GiB memory in use. 6.39 GiB allowed; Of the allocated memory 5.23 GiB is allocated by PyTorch, and 964.00 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation. See documentation for Memory Management (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables) 2025-09-07T07:27:52.4551214Z 2025-09-07T07:27:52.4551346Z To execute this test, run the following from the base repo dir: 2025-09-07T07:27:52.4551617Z python test/test_transformers.py TestSDPACudaOnlyCUDA.test_fused_sdp_priority_order_use_compile_False_cuda 2025-09-07T07:27:52.4551654Z 2025-09-07T07:27:52.4551826Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-09-07T07:27:52.4551946Z !!!!!!!!!!!!!!!!!!!!!!!!!! stopping after 1 failures !!!!!!!!!!!!!!!!!!!!!!!!!!! 2025-09-07T07:27:52.4552101Z ======= 1 failed, 753 passed, 6962 skipped, 2 rerun in 93.88s (0:01:33) ======== 2025-09-07T07:27:52.4552165Z Got exit code 1 2025-09-07T07:27:52.4552234Z Retrying single test... 2025-09-07T07:27:52.4553097Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:27:52.4553198Z import pkg_resources 2025-09-07T07:27:52.4553549Z Test results will be stored in test-reports/python-pytest/test_transformers/test_transformers-940baced67bf0954.xml 2025-09-07T07:27:52.4553656Z ============================= test session starts ============================== 2025-09-07T07:27:52.4553876Z platform linux -- Python 3.10.18, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.10/bin/python 2025-09-07T07:27:52.4553946Z cachedir: .pytest_cache 2025-09-07T07:27:52.4554254Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-09-07T07:27:52.4554340Z rootdir: /var/lib/jenkins/workspace 2025-09-07T07:27:52.4554407Z configfile: pytest.ini 2025-09-07T07:27:52.4554729Z plugins: hypothesis-5.35.1, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, subtests-0.13.1, xdist-3.3.1, xdoctest-1.1.0, typeguard-4.3.0 2025-09-07T07:27:52.4554873Z collecting ... collected 12380 items / 12379 deselected / 1 selected 2025-09-07T07:27:52.4555289Z stepcurrent: skipping 7715 already run items. Running only test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_priority_order_use_compile_False_cuda 2025-09-07T07:27:52.4555375Z Running 1 items in this shard 2025-09-07T07:27:52.4555379Z 2025-09-07T07:27:52.4555675Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_priority_order_use_compile_False_cuda PASSED [1.6147s] [100%] 2025-09-07T07:27:52.4555679Z 2025-09-07T07:27:52.4556067Z - generated xml file: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_transformers/test_transformers-940baced67bf0954.xml - 2025-09-07T07:27:52.4556183Z ===================== 1 passed, 12379 deselected in 2.43s ====================== 2025-09-07T07:27:52.4556250Z Got exit code 0 2025-09-07T07:27:52.4556399Z Test succeeeded in new process, continuing with the rest of the tests 2025-09-07T07:27:52.4557259Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:27:52.4557338Z import pkg_resources 2025-09-07T07:27:52.4557658Z Test results will be stored in test-reports/python-pytest/test_transformers/test_transformers-77e8c7131ddcb49e.xml 2025-09-07T07:27:52.4557779Z ============================= test session starts ============================== 2025-09-07T07:27:52.4557989Z platform linux -- Python 3.10.18, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.10/bin/python 2025-09-07T07:27:52.4558062Z cachedir: .pytest_cache 2025-09-07T07:27:52.4558371Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-09-07T07:27:52.4558449Z rootdir: /var/lib/jenkins/workspace 2025-09-07T07:27:52.4558526Z configfile: pytest.ini 2025-09-07T07:27:52.4558844Z plugins: hypothesis-5.35.1, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, subtests-0.13.1, xdist-3.3.1, xdoctest-1.1.0, typeguard-4.3.0 2025-09-07T07:27:52.4559040Z collecting ... collected 12380 items / 7716 deselected / 4664 selected 2025-09-07T07:27:52.4559142Z stepcurrent: skipping 7716 already run items. 2025-09-07T07:27:52.4559217Z Running 4664 items in this shard 2025-09-07T07:27:52.4559221Z 2025-09-07T07:27:52.4559772Z test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_priority_order_use_compile_True_cuda W0907 07:26:57.944000 29376 site-packages/torch/_inductor/utils.py:1554] [0/1] Not enough SMs to use max_autotune_gemm mode 2025-09-07T07:27:52.4559836Z PASSED [3.7244s] [ 0%] 2025-09-07T07:27:52.4560158Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_long_sequence_mask_float16_cuda_float16 PASSED [0.0013s] [ 0%] 2025-09-07T07:27:52.4560466Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_long_sequence_mask_float32_cuda_float32 PASSED [0.0012s] [ 0%] 2025-09-07T07:27:52.4560777Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_non_contig_mask_bug_cuda PASSED [0.0281s] [ 0%] 2025-09-07T07:27:52.4561131Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_non_contiguous_mask_float16_cuda_float16 PASSED [0.0127s] [ 0%] 2025-09-07T07:27:52.4561445Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_attention_non_contiguous_mask_float32_cuda_float32 PASSED [0.0087s] [ 0%] 2025-09-07T07:27:52.4561913Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_eff_backwards_determinism_cuda SKIPPED [0.0002s] (This test is not behaving deterministaclly non-deterministaclly on CI/CD) [ 0%] 2025-09-07T07:27:52.4562480Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0650s] [ 0%] 2025-09-07T07:27:52.4563050Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0063s] [ 0%] 2025-09-07T07:27:52.4563609Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0071s] [ 0%] 2025-09-07T07:27:52.4564182Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0058s] [ 0%] 2025-09-07T07:27:52.4564730Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0442s] [ 0%] 2025-09-07T07:27:52.4565288Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0248s] [ 0%] 2025-09-07T07:27:52.4566150Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 [W907 07:26:59.309916889 attention.cpp:916] Warning: Dropout mask should only be used for testing purposes. 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0245s] [ 1%] 2025-09-07T07:27:52.4589451Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0245s] [ 1%] 2025-09-07T07:27:52.4590005Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0011s] [ 1%] 2025-09-07T07:27:52.4590569Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0010s] [ 1%] 2025-09-07T07:27:52.4591115Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0010s] [ 1%] 2025-09-07T07:27:52.4591711Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4592256Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4592809Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4593367Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4593968Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0010s] [ 1%] 2025-09-07T07:27:52.4594516Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4595106Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4595695Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4596253Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4596798Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4597362Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4597912Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4598468Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4599008Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4599562Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4600143Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4600705Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4601252Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4601808Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4602397Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4602951Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4603497Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4604086Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4604674Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0010s] [ 1%] 2025-09-07T07:27:52.4605225Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4605769Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4606406Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4606971Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4607535Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0010s] [ 1%] 2025-09-07T07:27:52.4608083Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4608682Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4609226Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4609780Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4610791Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4611489Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 1%] 2025-09-07T07:27:52.4612065Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 2%] 2025-09-07T07:27:52.4612622Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 2%] 2025-09-07T07:27:52.4613231Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 2%] 2025-09-07T07:27:52.4613838Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 2%] 2025-09-07T07:27:52.4614397Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 2%] 2025-09-07T07:27:52.4614958Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 2%] 2025-09-07T07:27:52.4615512Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 2%] 2025-09-07T07:27:52.4616076Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0010s] [ 2%] 2025-09-07T07:27:52.4616630Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 2%] 2025-09-07T07:27:52.4617183Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 2%] 2025-09-07T07:27:52.4617791Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0063s] [ 2%] 2025-09-07T07:27:52.4618360Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0050s] [ 2%] 2025-09-07T07:27:52.4618916Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0050s] [ 2%] 2025-09-07T07:27:52.4619471Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0049s] [ 2%] 2025-09-07T07:27:52.4620088Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0110s] [ 2%] 2025-09-07T07:27:52.4620641Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0110s] [ 2%] 2025-09-07T07:27:52.4621202Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0056s] [ 2%] 2025-09-07T07:27:52.4621852Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0056s] [ 2%] 2025-09-07T07:27:52.4622445Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0060s] [ 2%] 2025-09-07T07:27:52.4623007Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0060s] [ 2%] 2025-09-07T07:27:52.4623562Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0118s] [ 2%] 2025-09-07T07:27:52.4624117Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0118s] [ 2%] 2025-09-07T07:27:52.4624699Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0042s] [ 2%] 2025-09-07T07:27:52.4625257Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0046s] [ 3%] 2025-09-07T07:27:52.4654581Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0044s] [ 3%] 2025-09-07T07:27:52.4655162Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0049s] [ 3%] 2025-09-07T07:27:52.4655718Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0049s] [ 3%] 2025-09-07T07:27:52.4657965Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0049s] [ 3%] 2025-09-07T07:27:52.4658511Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0044s] [ 3%] 2025-09-07T07:27:52.4659075Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0049s] [ 4%] 2025-09-07T07:27:52.4671287Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_1024_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0048s] [ 4%] 2025-09-07T07:27:52.4671891Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 4%] 2025-09-07T07:27:52.4672458Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 4%] 2025-09-07T07:27:52.4673010Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 4%] 2025-09-07T07:27:52.4673600Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 4%] 2025-09-07T07:27:52.4674187Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 4%] 2025-09-07T07:27:52.4676454Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 4%] 2025-09-07T07:27:52.4677014Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 4%] 2025-09-07T07:27:52.4677568Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 4%] 2025-09-07T07:27:52.4678127Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 4%] 2025-09-07T07:27:52.4678724Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 4%] 2025-09-07T07:27:52.4679284Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 4%] 2025-09-07T07:27:52.4679834Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 4%] 2025-09-07T07:27:52.4680387Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 4%] 2025-09-07T07:27:52.4680972Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 4%] 2025-09-07T07:27:52.4681529Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 4%] 2025-09-07T07:27:52.4682117Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 4%] 2025-09-07T07:27:52.4682725Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 4%] 2025-09-07T07:27:52.4686699Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 4%] 2025-09-07T07:27:52.4687293Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 4%] 2025-09-07T07:27:52.4687850Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 4%] 2025-09-07T07:27:52.4688401Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 4%] 2025-09-07T07:27:52.4688960Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 4%] 2025-09-07T07:27:52.4689553Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 4%] 2025-09-07T07:27:52.4690100Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 4%] 2025-09-07T07:27:52.4690682Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 4%] 2025-09-07T07:27:52.4691262Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4691817Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0010s] [ 5%] 2025-09-07T07:27:52.4692365Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4692926Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4693477Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4694032Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4694573Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4695128Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4695715Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4696276Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4696825Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4697384Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4697976Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4698532Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4699087Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4699684Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4700266Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4700827Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4701375Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4701934Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4702498Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4703066Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4703619Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4704228Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4704777Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4705335Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4705887Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4706490Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4707034Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4707586Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4708160Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4708764Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4709318Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4710233Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4710814Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4711385Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4711934Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4714283Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4714841Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 5%] 2025-09-07T07:27:52.4715390Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4719461Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4720024Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4720580Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4721132Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4721687Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4722280Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4722830Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4723398Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4723962Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4724558Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0010s] [ 6%] 2025-09-07T07:27:52.4725112Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4725698Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4726281Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4726923Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4727484Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4728042Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4728601Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4729155Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4729706Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4730274Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4730873Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4731426Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4731980Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4732536Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4733129Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4733684Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4734239Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4734819Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4735402Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4735947Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4736492Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4737052Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4737609Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4738168Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4738720Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4739309Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4739858Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4740409Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4740962Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4741543Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4742107Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4742657Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4743233Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4743835Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 6%] 2025-09-07T07:27:52.4744395Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4744943Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4745499Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4746050Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4746596Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4747147Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4747701Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4751699Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4752303Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4752847Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4753407Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4753955Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4754519Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4755060Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4755618Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4756160Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4756748Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4757298Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4757868Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4758413Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4759058Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4759598Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4760184Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4760757Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4761312Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4761849Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4762414Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4762955Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4763508Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4764053Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4764609Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4765184Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4765734Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4766273Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4766938Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4767523Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0010s] [ 7%] 2025-09-07T07:27:52.4768085Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4768632Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4769213Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4769797Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4770349Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 7%] 2025-09-07T07:27:52.4770893Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 8%] 2025-09-07T07:27:52.4771470Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 8%] 2025-09-07T07:27:52.4772015Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 8%] 2025-09-07T07:27:52.4772566Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 8%] 2025-09-07T07:27:52.4773107Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 8%] 2025-09-07T07:27:52.4773650Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 8%] 2025-09-07T07:27:52.4774242Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 8%] 2025-09-07T07:27:52.4774790Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 8%] 2025-09-07T07:27:52.4775332Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 8%] 2025-09-07T07:27:52.4775877Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 8%] 2025-09-07T07:27:52.4776454Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 8%] 2025-09-07T07:27:52.4776999Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 8%] 2025-09-07T07:27:52.4777583Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 8%] 2025-09-07T07:27:52.4778176Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 8%] 2025-09-07T07:27:52.4778725Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 8%] 2025-09-07T07:27:52.4779270Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 8%] 2025-09-07T07:27:52.4779817Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 8%] 2025-09-07T07:27:52.4780363Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 8%] 2025-09-07T07:27:52.4780921Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0047s] [ 8%] 2025-09-07T07:27:52.4781481Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0039s] [ 8%] 2025-09-07T07:27:52.4782042Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0039s] [ 8%] 2025-09-07T07:27:52.4782644Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0037s] [ 8%] 2025-09-07T07:27:52.4783197Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0093s] [ 8%] 2025-09-07T07:27:52.4783745Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0093s] [ 8%] 2025-09-07T07:27:52.4784301Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0045s] [ 8%] 2025-09-07T07:27:52.4784899Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0042s] [ 8%] 2025-09-07T07:27:52.4785451Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0043s] [ 8%] 2025-09-07T07:27:52.4786001Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0044s] [ 8%] 2025-09-07T07:27:52.4786593Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0101s] [ 8%] 2025-09-07T07:27:52.4787188Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0102s] [ 8%] 2025-09-07T07:27:52.4787746Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0040s] [ 8%] 2025-09-07T07:27:52.4788306Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0038s] [ 8%] 2025-09-07T07:27:52.4788857Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0038s] [ 8%] 2025-09-07T07:27:52.4789405Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0037s] [ 8%] 2025-09-07T07:27:52.4789950Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0046s] [ 8%] 2025-09-07T07:27:52.4790496Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0046s] [ 8%] 2025-09-07T07:27:52.4791088Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0043s] [ 8%] 2025-09-07T07:27:52.4791666Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0043s] [ 8%] 2025-09-07T07:27:52.4792218Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0044s] [ 8%] 2025-09-07T07:27:52.4792770Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0043s] [ 8%] 2025-09-07T07:27:52.4793355Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0052s] [ 8%] 2025-09-07T07:27:52.4793906Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0052s] [ 8%] 2025-09-07T07:27:52.4794460Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0039s] [ 8%] 2025-09-07T07:27:52.4795040Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0038s] [ 8%] 2025-09-07T07:27:52.4795619Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0038s] [ 8%] 2025-09-07T07:27:52.4796172Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0046s] [ 8%] 2025-09-07T07:27:52.4796717Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0045s] [ 9%] 2025-09-07T07:27:52.4797267Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0044s] [ 9%] 2025-09-07T07:27:52.4797827Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0043s] [ 9%] 2025-09-07T07:27:52.4798386Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0042s] [ 9%] 2025-09-07T07:27:52.4798945Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0044s] [ 9%] 2025-09-07T07:27:52.4799496Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0043s] [ 9%] 2025-09-07T07:27:52.4800098Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0044s] [ 9%] 2025-09-07T07:27:52.4802347Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0047s] [ 9%] 2025-09-07T07:27:52.4802900Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0044s] [ 9%] 2025-09-07T07:27:52.4803474Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0102s] [ 9%] 2025-09-07T07:27:52.4807487Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0105s] [ 9%] 2025-09-07T07:27:52.4808042Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0013s] [ 9%] 2025-09-07T07:27:52.4808647Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0011s] [ 9%] 2025-09-07T07:27:52.4809194Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0011s] [ 9%] 2025-09-07T07:27:52.4809757Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0010s] [ 9%] 2025-09-07T07:27:52.4810902Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0011s] [ 9%] 2025-09-07T07:27:52.4811642Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 9%] 2025-09-07T07:27:52.4812207Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 9%] 2025-09-07T07:27:52.4812839Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0010s] [ 9%] 2025-09-07T07:27:52.4813474Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 9%] 2025-09-07T07:27:52.4814040Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 9%] 2025-09-07T07:27:52.4814593Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 9%] 2025-09-07T07:27:52.4815154Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 9%] 2025-09-07T07:27:52.4815710Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 9%] 2025-09-07T07:27:52.4816270Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 9%] 2025-09-07T07:27:52.4816811Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0010s] [ 9%] 2025-09-07T07:27:52.4817365Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0010s] [ 9%] 2025-09-07T07:27:52.4817968Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 9%] 2025-09-07T07:27:52.4818521Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 9%] 2025-09-07T07:27:52.4819099Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 9%] 2025-09-07T07:27:52.4819670Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 9%] 2025-09-07T07:27:52.4820256Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 9%] 2025-09-07T07:27:52.4820812Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0010s] [ 9%] 2025-09-07T07:27:52.4821355Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0010s] [ 9%] 2025-09-07T07:27:52.4821953Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0013s] [ 9%] 2025-09-07T07:27:52.4822537Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0016s] [ 9%] 2025-09-07T07:27:52.4823094Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0015s] [ 9%] 2025-09-07T07:27:52.4823639Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0016s] [ 9%] 2025-09-07T07:27:52.4824197Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0016s] [ 10%] 2025-09-07T07:27:52.4824749Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0016s] [ 10%] 2025-09-07T07:27:52.4825301Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0017s] [ 10%] 2025-09-07T07:27:52.4825849Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0015s] [ 10%] 2025-09-07T07:27:52.4826452Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0014s] [ 10%] 2025-09-07T07:27:52.4826997Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0016s] [ 10%] 2025-09-07T07:27:52.4827545Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0016s] [ 10%] 2025-09-07T07:27:52.4828100Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0015s] [ 10%] 2025-09-07T07:27:52.4828685Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0016s] [ 10%] 2025-09-07T07:27:52.4829240Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0016s] [ 10%] 2025-09-07T07:27:52.4829791Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0015s] [ 10%] 2025-09-07T07:27:52.4830364Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0015s] [ 10%] 2025-09-07T07:27:52.4830957Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0015s] [ 10%] 2025-09-07T07:27:52.4831502Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0015s] [ 10%] 2025-09-07T07:27:52.4832042Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0014s] [ 10%] 2025-09-07T07:27:52.4832602Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0014s] [ 10%] 2025-09-07T07:27:52.4833162Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0014s] [ 10%] 2025-09-07T07:27:52.4833710Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0015s] [ 10%] 2025-09-07T07:27:52.4834259Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0014s] [ 10%] 2025-09-07T07:27:52.4834809Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0015s] [ 10%] 2025-09-07T07:27:52.4835800Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0015s] [ 10%] 2025-09-07T07:27:52.4836366Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0065s] [ 10%] 2025-09-07T07:27:52.4836926Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0038s] [ 10%] 2025-09-07T07:27:52.4837477Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0039s] [ 10%] 2025-09-07T07:27:52.4838061Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0038s] [ 10%] 2025-09-07T07:27:52.4838607Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0057s] [ 10%] 2025-09-07T07:27:52.4839184Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0056s] [ 10%] 2025-09-07T07:27:52.4839776Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0044s] [ 10%] 2025-09-07T07:27:52.4840332Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0042s] [ 10%] 2025-09-07T07:27:52.4840885Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0043s] [ 10%] 2025-09-07T07:27:52.4841440Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0043s] [ 10%] 2025-09-07T07:27:52.4841994Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0058s] [ 10%] 2025-09-07T07:27:52.4842546Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0058s] [ 10%] 2025-09-07T07:27:52.4843098Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0039s] [ 10%] 2025-09-07T07:27:52.4843660Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0037s] [ 10%] 2025-09-07T07:27:52.4844242Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0037s] [ 10%] 2025-09-07T07:27:52.4844787Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0038s] [ 10%] 2025-09-07T07:27:52.4845330Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0041s] [ 10%] 2025-09-07T07:27:52.4845871Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0040s] [ 10%] 2025-09-07T07:27:52.4846571Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0041s] [ 10%] 2025-09-07T07:27:52.4847131Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0045s] [ 10%] 2025-09-07T07:27:52.4847675Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0046s] [ 10%] 2025-09-07T07:27:52.4848267Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0043s] [ 10%] 2025-09-07T07:27:52.4848850Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0045s] [ 10%] 2025-09-07T07:27:52.4849406Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0051s] [ 10%] 2025-09-07T07:27:52.4849958Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0040s] [ 10%] 2025-09-07T07:27:52.4850508Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0038s] [ 10%] 2025-09-07T07:27:52.4851059Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0037s] [ 11%] 2025-09-07T07:27:52.4851602Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0037s] [ 11%] 2025-09-07T07:27:52.4852149Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0042s] [ 11%] 2025-09-07T07:27:52.4852725Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0041s] [ 11%] 2025-09-07T07:27:52.4853276Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0042s] [ 11%] 2025-09-07T07:27:52.4853830Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0044s] [ 11%] 2025-09-07T07:27:52.4856058Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0044s] [ 11%] 2025-09-07T07:27:52.4856635Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0043s] [ 11%] 2025-09-07T07:27:52.4857230Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0041s] [ 12%] 2025-09-07T07:27:52.4881614Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0041s] [ 12%] 2025-09-07T07:27:52.4882182Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0040s] [ 12%] 2025-09-07T07:27:52.4882765Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0038s] [ 12%] 2025-09-07T07:27:52.4884940Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0037s] [ 12%] 2025-09-07T07:27:52.4885475Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0039s] [ 12%] 2025-09-07T07:27:52.4886010Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0038s] [ 12%] 2025-09-07T07:27:52.4886659Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0042s] [ 12%] 2025-09-07T07:27:52.4887241Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0043s] [ 12%] 2025-09-07T07:27:52.4887792Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0041s] [ 12%] 2025-09-07T07:27:52.4888331Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0042s] [ 12%] 2025-09-07T07:27:52.4888872Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_312_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0051s] [ 12%] 2025-09-07T07:27:52.4889455Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0036s] [ 12%] 2025-09-07T07:27:52.4891714Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0038s] [ 12%] 2025-09-07T07:27:52.4892256Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0065s] [ 12%] 2025-09-07T07:27:52.4892798Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0038s] [ 12%] 2025-09-07T07:27:52.4893353Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0042s] [ 12%] 2025-09-07T07:27:52.4894217Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0041s] [ 12%] 2025-09-07T07:27:52.4894806Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0042s] [ 12%] 2025-09-07T07:27:52.4897152Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0038s] [ 12%] 2025-09-07T07:27:52.4897702Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0036s] [ 12%] 2025-09-07T07:27:52.4898292Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0037s] [ 12%] 2025-09-07T07:27:52.4898835Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0037s] [ 12%] 2025-09-07T07:27:52.4899376Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0039s] [ 12%] 2025-09-07T07:27:52.4899951Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0038s] [ 12%] 2025-09-07T07:27:52.4900538Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0042s] [ 12%] 2025-09-07T07:27:52.4901098Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0042s] [ 12%] 2025-09-07T07:27:52.4901643Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0040s] [ 12%] 2025-09-07T07:27:52.4902191Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0041s] [ 12%] 2025-09-07T07:27:52.4902741Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0043s] [ 12%] 2025-09-07T07:27:52.4903289Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0044s] [ 13%] 2025-09-07T07:27:52.4903829Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0037s] [ 13%] 2025-09-07T07:27:52.4904383Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0037s] [ 13%] 2025-09-07T07:27:52.4905066Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0038s] [ 13%] 2025-09-07T07:27:52.4905660Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0038s] [ 13%] 2025-09-07T07:27:52.4906212Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0039s] [ 13%] 2025-09-07T07:27:52.4906769Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0037s] [ 13%] 2025-09-07T07:27:52.4907356Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0043s] [ 13%] 2025-09-07T07:27:52.4907917Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0043s] [ 13%] 2025-09-07T07:27:52.4908482Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0042s] [ 13%] 2025-09-07T07:27:52.4909076Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0041s] [ 13%] 2025-09-07T07:27:52.4909613Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0043s] [ 13%] 2025-09-07T07:27:52.4910490Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0037s] [ 13%] 2025-09-07T07:27:52.4914495Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0043s] [ 13%] 2025-09-07T07:27:52.4915054Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0044s] [ 13%] 2025-09-07T07:27:52.4915600Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0044s] [ 13%] 2025-09-07T07:27:52.4916216Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0042s] [ 13%] 2025-09-07T07:27:52.4916755Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0042s] [ 13%] 2025-09-07T07:27:52.4917311Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0042s] [ 13%] 2025-09-07T07:27:52.4917921Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 13%] 2025-09-07T07:27:52.4918545Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0010s] [ 13%] 2025-09-07T07:27:52.4919110Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 13%] 2025-09-07T07:27:52.4919674Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 13%] 2025-09-07T07:27:52.4920217Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 13%] 2025-09-07T07:27:52.4920779Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 13%] 2025-09-07T07:27:52.4921326Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 13%] 2025-09-07T07:27:52.4921893Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 13%] 2025-09-07T07:27:52.4922435Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 13%] 2025-09-07T07:27:52.4923037Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 13%] 2025-09-07T07:27:52.4923579Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 13%] 2025-09-07T07:27:52.4924134Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 13%] 2025-09-07T07:27:52.4924681Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 13%] 2025-09-07T07:27:52.4925278Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 13%] 2025-09-07T07:27:52.4925817Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 13%] 2025-09-07T07:27:52.4926500Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 13%] 2025-09-07T07:27:52.4927101Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 13%] 2025-09-07T07:27:52.4927652Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 13%] 2025-09-07T07:27:52.4928202Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 13%] 2025-09-07T07:27:52.4928755Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 13%] 2025-09-07T07:27:52.4929309Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0010s] [ 14%] 2025-09-07T07:27:52.4931525Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 14%] 2025-09-07T07:27:52.4932072Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 14%] 2025-09-07T07:27:52.4932613Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 14%] 2025-09-07T07:27:52.4933157Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 14%] 2025-09-07T07:27:52.4933756Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 14%] 2025-09-07T07:27:52.4934299Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0010s] [ 14%] 2025-09-07T07:27:52.4934848Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 14%] 2025-09-07T07:27:52.4935434Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 14%] 2025-09-07T07:27:52.4936025Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 14%] 2025-09-07T07:27:52.4936575Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 14%] 2025-09-07T07:27:52.4937119Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 14%] 2025-09-07T07:27:52.4937656Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 14%] 2025-09-07T07:27:52.4938206Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 14%] 2025-09-07T07:27:52.4938755Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 14%] 2025-09-07T07:27:52.4939297Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 14%] 2025-09-07T07:27:52.4939871Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 14%] 2025-09-07T07:27:52.4940415Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 14%] 2025-09-07T07:27:52.4940955Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 14%] 2025-09-07T07:27:52.4941508Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 14%] 2025-09-07T07:27:52.4942094Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 14%] 2025-09-07T07:27:52.4942645Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0038s] [ 14%] 2025-09-07T07:27:52.4946561Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0038s] [ 14%] 2025-09-07T07:27:52.4947115Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0037s] [ 14%] 2025-09-07T07:27:52.4947657Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0037s] [ 14%] 2025-09-07T07:27:52.4948208Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0043s] [ 14%] 2025-09-07T07:27:52.4948804Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0042s] [ 14%] 2025-09-07T07:27:52.4949349Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0041s] [ 14%] 2025-09-07T07:27:52.4949897Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0043s] [ 14%] 2025-09-07T07:27:52.4950439Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0042s] [ 14%] 2025-09-07T07:27:52.4951020Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0044s] [ 14%] 2025-09-07T07:27:52.4951567Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0037s] [ 14%] 2025-09-07T07:27:52.4952143Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0037s] [ 14%] 2025-09-07T07:27:52.4952707Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0037s] [ 14%] 2025-09-07T07:27:52.4953256Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0036s] [ 14%] 2025-09-07T07:27:52.4953788Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0037s] [ 14%] 2025-09-07T07:27:52.4954338Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0037s] [ 14%] 2025-09-07T07:27:52.4954892Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0041s] [ 14%] 2025-09-07T07:27:52.4955449Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0042s] [ 14%] 2025-09-07T07:27:52.4955983Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0042s] [ 15%] 2025-09-07T07:27:52.4956534Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0043s] [ 15%] 2025-09-07T07:27:52.4957112Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0041s] [ 15%] 2025-09-07T07:27:52.4957663Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0041s] [ 15%] 2025-09-07T07:27:52.4958206Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0039s] [ 15%] 2025-09-07T07:27:52.4958759Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0037s] [ 15%] 2025-09-07T07:27:52.4959327Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0036s] [ 15%] 2025-09-07T07:27:52.4959868Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0036s] [ 15%] 2025-09-07T07:27:52.4960396Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0036s] [ 15%] 2025-09-07T07:27:52.4960969Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0041s] [ 15%] 2025-09-07T07:27:52.4963725Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0041s] [ 15%] 2025-09-07T07:27:52.4964270Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0041s] [ 15%] 2025-09-07T07:27:52.4964809Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0038s] [ 15%] 2025-09-07T07:27:52.4965362Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0036s] [ 15%] 2025-09-07T07:27:52.4965932Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0037s] [ 15%] 2025-09-07T07:27:52.4966579Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0037s] [ 15%] 2025-09-07T07:27:52.4967120Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0037s] [ 15%] 2025-09-07T07:27:52.4967670Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0036s] [ 15%] 2025-09-07T07:27:52.4968259Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0044s] [ 15%] 2025-09-07T07:27:52.4968812Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0041s] [ 15%] 2025-09-07T07:27:52.4969376Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0042s] [ 15%] 2025-09-07T07:27:52.4969968Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0041s] [ 15%] 2025-09-07T07:27:52.4970510Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0041s] [ 15%] 2025-09-07T07:27:52.4971054Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0041s] [ 15%] 2025-09-07T07:27:52.4971598Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0038s] [ 15%] 2025-09-07T07:27:52.4972152Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0035s] [ 15%] 2025-09-07T07:27:52.4972684Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0036s] [ 15%] 2025-09-07T07:27:52.4973229Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0036s] [ 15%] 2025-09-07T07:27:52.4973760Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0037s] [ 15%] 2025-09-07T07:27:52.4974339Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0035s] [ 15%] 2025-09-07T07:27:52.4974882Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0044s] [ 15%] 2025-09-07T07:27:52.4975432Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0040s] [ 15%] 2025-09-07T07:27:52.4975976Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0041s] [ 15%] 2025-09-07T07:27:52.4976553Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0040s] [ 15%] 2025-09-07T07:27:52.4977090Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0042s] [ 15%] 2025-09-07T07:27:52.4977627Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0040s] [ 15%] 2025-09-07T07:27:52.4978218Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0038s] [ 15%] 2025-09-07T07:27:52.4978804Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0038s] [ 15%] 2025-09-07T07:27:52.4979338Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0035s] [ 15%] 2025-09-07T07:27:52.4979871Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_1_seq_len_q_8_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 17%] 2025-09-07T07:27:52.5029252Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 17%] 2025-09-07T07:27:52.5029814Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 17%] 2025-09-07T07:27:52.5030400Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 17%] 2025-09-07T07:27:52.5031059Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 17%] 2025-09-07T07:27:52.5031609Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 17%] 2025-09-07T07:27:52.5032160Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 17%] 2025-09-07T07:27:52.5032715Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 17%] 2025-09-07T07:27:52.5033274Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.3493s] [ 17%] 2025-09-07T07:27:52.5033822Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0011s] [ 17%] 2025-09-07T07:27:52.5034366Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 17%] 2025-09-07T07:27:52.5034919Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 18%] 2025-09-07T07:27:52.5035528Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 18%] 2025-09-07T07:27:52.5036102Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 18%] 2025-09-07T07:27:52.5036672Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 18%] 2025-09-07T07:27:52.5037234Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 18%] 2025-09-07T07:27:52.5037818Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 18%] 2025-09-07T07:27:52.5038369Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 18%] 2025-09-07T07:27:52.5038966Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 18%] 2025-09-07T07:27:52.5039558Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 18%] 2025-09-07T07:27:52.5040107Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 18%] 2025-09-07T07:27:52.5040654Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 18%] 2025-09-07T07:27:52.5041200Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 18%] 2025-09-07T07:27:52.5041753Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 18%] 2025-09-07T07:27:52.5042298Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 18%] 2025-09-07T07:27:52.5042856Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 18%] 2025-09-07T07:27:52.5043411Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 18%] 2025-09-07T07:27:52.5044009Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 18%] 2025-09-07T07:27:52.5044557Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 18%] 2025-09-07T07:27:52.5045106Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 18%] 2025-09-07T07:27:52.5045671Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 18%] 2025-09-07T07:27:52.5046264Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 18%] 2025-09-07T07:27:52.5046935Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 18%] 2025-09-07T07:27:52.5047520Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 18%] 2025-09-07T07:27:52.5049772Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 18%] 2025-09-07T07:27:52.5050337Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_1024_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 18%] 2025-09-07T07:27:52.5050889Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0010s] [ 20%] 2025-09-07T07:27:52.5108788Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 20%] 2025-09-07T07:27:52.5109339Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 20%] 2025-09-07T07:27:52.5110239Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 20%] 2025-09-07T07:27:52.5110825Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 20%] 2025-09-07T07:27:52.5111408Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 20%] 2025-09-07T07:27:52.5111960Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 20%] 2025-09-07T07:27:52.5112525Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 20%] 2025-09-07T07:27:52.5113173Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 20%] 2025-09-07T07:27:52.5113752Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 20%] 2025-09-07T07:27:52.5114305Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5114874Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5115477Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5116032Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5116582Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5117187Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5117800Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5118368Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5118913Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5119477Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5120042Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5120600Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5121151Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5121745Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5122288Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5122837Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5123378Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5123965Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5124515Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0008s] [ 21%] 2025-09-07T07:27:52.5125075Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5125654Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5126248Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5126869Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5127423Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5127975Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0008s] [ 21%] 2025-09-07T07:27:52.5128538Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5129079Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0008s] [ 21%] 2025-09-07T07:27:52.5131318Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5131882Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5132425Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0008s] [ 21%] 2025-09-07T07:27:52.5133014Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5133562Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5134144Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_1024_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5134730Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5135293Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5135842Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5136395Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5136951Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 21%] 2025-09-07T07:27:52.5137500Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 22%] 2025-09-07T07:27:52.5141512Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 22%] 2025-09-07T07:27:52.5142074Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 22%] 2025-09-07T07:27:52.5142652Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 23%] 2025-09-07T07:27:52.5177138Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0008s] [ 23%] 2025-09-07T07:27:52.5177720Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 23%] 2025-09-07T07:27:52.5178277Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 23%] 2025-09-07T07:27:52.5178824Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0008s] [ 23%] 2025-09-07T07:27:52.5179381Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0008s] [ 23%] 2025-09-07T07:27:52.5179927Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0008s] [ 23%] 2025-09-07T07:27:52.5180477Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0008s] [ 23%] 2025-09-07T07:27:52.5181016Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 23%] 2025-09-07T07:27:52.5181567Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 23%] 2025-09-07T07:27:52.5182149Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0008s] [ 23%] 2025-09-07T07:27:52.5182709Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0008s] [ 23%] 2025-09-07T07:27:52.5183250Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 24%] 2025-09-07T07:27:52.5205551Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 24%] 2025-09-07T07:27:52.5211166Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0008s] [ 24%] 2025-09-07T07:27:52.5211812Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 24%] 2025-09-07T07:27:52.5214241Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 24%] 2025-09-07T07:27:52.5214799Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 24%] 2025-09-07T07:27:52.5215425Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0008s] [ 24%] 2025-09-07T07:27:52.5217722Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0008s] [ 24%] 2025-09-07T07:27:52.5218276Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 24%] 2025-09-07T07:27:52.5218817Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0043s] [ 28%] 2025-09-07T07:27:52.5410664Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0043s] [ 28%] 2025-09-07T07:27:52.5411873Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_312_seq_len_k_8_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0045s] [ 28%] 2025-09-07T07:27:52.5413142Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0047s] [ 29%] 2025-09-07T07:27:52.5471918Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0047s] [ 29%] 2025-09-07T07:27:52.5473089Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0047s] [ 29%] 2025-09-07T07:27:52.5474252Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0046s] [ 29%] 2025-09-07T07:27:52.5479076Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0051s] [ 29%] 2025-09-07T07:27:52.5480304Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_1024_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0051s] [ 29%] 2025-09-07T07:27:52.5481464Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5507831Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5509003Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5510477Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5511677Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5512842Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5514016Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5518835Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5520064Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5521233Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5522413Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5523629Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5524849Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5526002Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0008s] [ 30%] 2025-09-07T07:27:52.5527252Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5528423Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5529601Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5530774Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5531941Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5536646Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5537846Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5538992Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5540159Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0008s] [ 30%] 2025-09-07T07:27:52.5541364Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5542566Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5543739Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0008s] [ 30%] 2025-09-07T07:27:52.5544902Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0008s] [ 30%] 2025-09-07T07:27:52.5546070Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0008s] [ 30%] 2025-09-07T07:27:52.5547227Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5548379Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5549551Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5550711Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5551912Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5553081Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5554242Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5555392Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5556594Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5557767Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5558932Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0009s] [ 30%] 2025-09-07T07:27:52.5560118Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0008s] [ 30%] 2025-09-07T07:27:52.5561326Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0009s] [ 31%] 2025-09-07T07:27:52.5562477Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_2048_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0009s] [ 31%] 2025-09-07T07:27:52.5563645Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0044s] [ 31%] 2025-09-07T07:27:52.5564820Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0039s] [ 31%] 2025-09-07T07:27:52.5565989Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0039s] [ 31%] 2025-09-07T07:27:52.5567244Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0039s] [ 31%] 2025-09-07T07:27:52.5568409Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0050s] [ 31%] 2025-09-07T07:27:52.5569616Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0050s] [ 31%] 2025-09-07T07:27:52.5570789Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0044s] [ 31%] 2025-09-07T07:27:52.5571959Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0043s] [ 31%] 2025-09-07T07:27:52.5573117Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0045s] [ 31%] 2025-09-07T07:27:52.5574321Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0043s] [ 31%] 2025-09-07T07:27:52.5575495Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0055s] [ 31%] 2025-09-07T07:27:52.5576659Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_128_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0054s] [ 31%] 2025-09-07T07:27:52.5577858Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0041s] [ 31%] 2025-09-07T07:27:52.5579072Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0046s] [ 31%] 2025-09-07T07:27:52.5580256Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0039s] [ 31%] 2025-09-07T07:27:52.5581412Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0039s] [ 31%] 2025-09-07T07:27:52.5582567Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0043s] [ 31%] 2025-09-07T07:27:52.5583727Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0041s] [ 31%] 2025-09-07T07:27:52.5584881Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0043s] [ 31%] 2025-09-07T07:27:52.5589584Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0049s] [ 31%] 2025-09-07T07:27:52.5590742Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_16_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0045s] [ 31%] 2025-09-07T07:27:52.5591904Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0038s] [ 31%] 2025-09-07T07:27:52.5593106Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0038s] [ 31%] 2025-09-07T07:27:52.5594269Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0037s] [ 31%] 2025-09-07T07:27:52.5595449Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0037s] [ 31%] 2025-09-07T07:27:52.5596643Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0040s] [ 31%] 2025-09-07T07:27:52.5597790Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0040s] [ 31%] 2025-09-07T07:27:52.5598945Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0040s] [ 31%] 2025-09-07T07:27:52.5607197Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0039s] [ 31%] 2025-09-07T07:27:52.5608347Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0038s] [ 31%] 2025-09-07T07:27:52.5609498Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0044s] [ 31%] 2025-09-07T07:27:52.5614649Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0043s] [ 31%] 2025-09-07T07:27:52.5615892Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0042s] [ 31%] 2025-09-07T07:27:52.5617066Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0045s] [ 32%] 2025-09-07T07:27:52.5618221Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0051s] [ 32%] 2025-09-07T07:27:52.5619375Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_408_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0051s] [ 32%] 2025-09-07T07:27:52.5620533Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale0_cuda_bfloat16 PASSED [0.0039s] [ 32%] 2025-09-07T07:27:52.5621693Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0037s] [ 32%] 2025-09-07T07:27:52.5622854Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0038s] [ 32%] 2025-09-07T07:27:52.5624010Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0039s] [ 32%] 2025-09-07T07:27:52.5625228Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0038s] [ 32%] 2025-09-07T07:27:52.5626382Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0037s] [ 32%] 2025-09-07T07:27:52.5627538Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0042s] [ 32%] 2025-09-07T07:27:52.5628707Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0041s] [ 32%] 2025-09-07T07:27:52.5629921Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_128_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0042s] [ 32%] 2025-09-07T07:27:52.5631066Z 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_cuda_float16 PASSED [0.0036s] [ 32%] 2025-09-07T07:27:52.5652235Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0037s] [ 32%] 2025-09-07T07:27:52.5653372Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0037s] [ 32%] 2025-09-07T07:27:52.5654498Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_attn_mask_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_8_is_causal_False_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED 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test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0039s] [ 98%] 2025-09-07T07:27:52.7411332Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0039s] [ 98%] 2025-09-07T07:27:52.7411845Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0040s] [ 98%] 2025-09-07T07:27:52.7412358Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_False_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0039s] [ 98%] 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[0.0036s] [ 98%] 2025-09-07T07:27:52.7414918Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float16_scale_l1_cuda_float16 PASSED [0.0036s] [ 98%] 2025-09-07T07:27:52.7415486Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale0_cuda_float32 PASSED [0.0035s] [ 98%] 2025-09-07T07:27:52.7416005Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_0_float32_scale_l1_cuda_float32 PASSED [0.0035s] [ 98%] 2025-09-07T07:27:52.7416525Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale0_cuda_bfloat16 PASSED [0.0042s] [ 98%] 2025-09-07T07:27:52.7417046Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_cuda_bfloat16 PASSED [0.0040s] [ 98%] 2025-09-07T07:27:52.7417613Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale0_cuda_float16 PASSED [0.0040s] [ 98%] 2025-09-07T07:27:52.7418123Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float16_scale_l1_cuda_float16 PASSED [0.0040s] [ 98%] 2025-09-07T07:27:52.7418627Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale0_cuda_float32 PASSED [0.0040s] [ 99%] 2025-09-07T07:27:52.7419175Z test_transformers.py::TestSDPACudaOnlyCUDA::test_mem_efficient_attention_vs_math_ref_grads_batch_size_8_seq_len_q_8_seq_len_k_8_head_dim_96_is_causal_True_dropout_p_0_22_float32_scale_l1_cuda_float32 PASSED [0.0039s] [ 99%] 2025-09-07T07:27:52.7419711Z test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_cudnn_nested_type_nested_is_contiguous_True_cuda SKIPPED [0.0002s] (cuDNN Nested Tensor support not enabled) [ 99%] 2025-09-07T07:27:52.7420117Z test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_dense_fused_kernel0_cuda PASSED [0.0114s] [ 99%] 2025-09-07T07:27:52.7420517Z test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_dense_fused_kernel1_cuda PASSED [0.0024s] [ 99%] 2025-09-07T07:27:52.7420931Z test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_nested_fused_kernel0_cuda PASSED [0.1359s] [ 99%] 2025-09-07T07:27:52.7421332Z test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_accuracy_type_nested_fused_kernel1_cuda PASSED [0.0051s] [ 99%] 2025-09-07T07:27:52.7421732Z test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_dense_is_contiguous_False_cuda PASSED [0.0025s] [ 99%] 2025-09-07T07:27:52.7422114Z test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_dense_is_contiguous_True_cuda PASSED [0.0022s] [ 99%] 2025-09-07T07:27:52.7422512Z test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_nested_is_contiguous_False_cuda PASSED [0.0116s] [ 99%] 2025-09-07T07:27:52.7422894Z test_transformers.py::TestSDPACudaOnlyCUDA::test_scaled_dot_product_attention_fused_kernels_packed_type_nested_is_contiguous_True_cuda PASSED [0.0116s] [ 99%] 2025-09-07T07:27:52.7423195Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_choice_with_determinism_warn_only_False_cuda PASSED [0.0012s] [ 99%] 2025-09-07T07:27:52.7423483Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_choice_with_determinism_warn_only_True_cuda PASSED [0.0010s] [ 99%] 2025-09-07T07:27:52.7423967Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_False_bfloat16_cuda_bfloat16 PASSED [0.0071s] [ 99%] 2025-09-07T07:27:52.7424391Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_False_float16_cuda_float16 PASSED [0.0067s] [ 99%] 2025-09-07T07:27:52.7424812Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_True_bfloat16_cuda_bfloat16 PASSED [0.0054s] [ 99%] 2025-09-07T07:27:52.7425234Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_False_is_causal_True_float16_cuda_float16 PASSED [0.0056s] [ 99%] 2025-09-07T07:27:52.7425661Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_False_bfloat16_cuda_bfloat16 PASSED [0.0036s] [ 99%] 2025-09-07T07:27:52.7426117Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_False_float16_cuda_float16 PASSED [0.0034s] [ 99%] 2025-09-07T07:27:52.7426533Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_True_bfloat16_cuda_bfloat16 PASSED [0.0029s] [ 99%] 2025-09-07T07:27:52.7426948Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_flash_attention_grad_against_math_contiguous_inputs_True_is_causal_True_float16_cuda_float16 PASSED [0.0028s] [ 99%] 2025-09-07T07:27:52.7427324Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_False_is_causal_False_cuda PASSED [0.0026s] [ 99%] 2025-09-07T07:27:52.7427749Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_False_is_causal_True_cuda PASSED [0.0026s] [ 99%] 2025-09-07T07:27:52.7428154Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_True_is_causal_False_cuda PASSED [0.0024s] [ 99%] 2025-09-07T07:27:52.7428521Z test_transformers.py::TestSDPACudaOnlyCUDA::test_sdp_mem_efficient_grad_against_math_contiguous_inputs_True_is_causal_True_cuda PASSED [0.0025s] [ 99%] 2025-09-07T07:27:52.7428787Z test_transformers.py::TestSDPACudaOnlyCUDA::test_singelton_head_dim_stride_ne_1_cuda PASSED [0.0013s] [ 99%] 2025-09-07T07:27:52.7429126Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_LOWER_RIGHT_shape0_cuda PASSED [0.0050s] [ 99%] 2025-09-07T07:27:52.7429463Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_LOWER_RIGHT_shape1_cuda PASSED [0.0039s] [ 99%] 2025-09-07T07:27:52.7430027Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_LOWER_RIGHT_shape2_cuda SKIPPED [0.0012s] (Lower right causal mask will produce NaNs in the output when seq_len_q > seq_len_kv!) [ 99%] 2025-09-07T07:27:52.7430378Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_LOWER_RIGHT_shape3_cuda PASSED [0.0127s] [ 99%] 2025-09-07T07:27:52.7430710Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_UPPER_LEFT_shape0_cuda PASSED [0.0041s] [ 99%] 2025-09-07T07:27:52.7431041Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_UPPER_LEFT_shape1_cuda PASSED [0.0027s] [ 99%] 2025-09-07T07:27:52.7431368Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_UPPER_LEFT_shape2_cuda PASSED [0.0027s] [ 99%] 2025-09-07T07:27:52.7431693Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_causal_variant_CausalVariant_UPPER_LEFT_shape3_cuda PASSED [0.0038s] [ 99%] 2025-09-07T07:27:52.7432057Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_LOWER_RIGHT_shape0_cuda PASSED [0.1002s] [ 99%] 2025-09-07T07:27:52.7432451Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_LOWER_RIGHT_shape1_cuda PASSED [0.0961s] [ 99%] 2025-09-07T07:27:52.7433036Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_LOWER_RIGHT_shape2_cuda SKIPPED [0.0013s] (Lower right causal mask will produce NaNs in the output when seq_len_q > seq_len_kv!) [ 99%] 2025-09-07T07:27:52.7433402Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_LOWER_RIGHT_shape3_cuda PASSED [0.1180s] [ 99%] 2025-09-07T07:27:52.7433758Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_UPPER_LEFT_shape0_cuda PASSED [0.0783s] [ 99%] 2025-09-07T07:27:52.7434109Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_UPPER_LEFT_shape1_cuda PASSED [0.0809s] [ 99%] 2025-09-07T07:27:52.7434463Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_UPPER_LEFT_shape2_cuda PASSED [0.0799s] [ 99%] 2025-09-07T07:27:52.7434850Z test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_UPPER_LEFT_shape3_cuda PASSED [0.2169s] [ 99%] 2025-09-07T07:27:52.7435080Z test_transformers.py::TestAttnBiasCUDA::test_is_causal_and_mask_fails_cuda PASSED [0.0016s] [ 99%] 2025-09-07T07:27:52.7435329Z test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape0_cuda PASSED [0.0021s] [ 99%] 2025-09-07T07:27:52.7435569Z test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape1_cuda PASSED [0.0015s] [ 99%] 2025-09-07T07:27:52.7435815Z test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape2_cuda PASSED [0.0016s] [ 99%] 2025-09-07T07:27:52.7436087Z test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape3_cuda PASSED [0.0019s] [100%] 2025-09-07T07:27:52.7436126Z 2025-09-07T07:27:52.7436532Z - generated xml file: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_transformers/test_transformers-77e8c7131ddcb49e.xml - 2025-09-07T07:27:52.7436674Z ============== 4660 passed, 4 skipped, 7716 deselected in 53.03s =============== 2025-09-07T07:27:52.7437127Z The following tests failed and then succeeded when run in a new process['test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_sdp_priority_order_use_compile_False_cuda'] 2025-09-07T07:27:52.7437133Z 2025-09-07T07:27:52.7437415Z FINISHED PRINTING LOG FILE of test_transformers 1/1 (test/test-reports/test_transformers_1.1_f5404ee84fdfddb9_.log) 2025-09-07T07:27:52.7437420Z 2025-09-07T07:27:53.6134545Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:27:53.6135921Z import pkg_resources 2025-09-07T07:27:53.9771662Z Running inductor/test_torchinductor 1/2 ... [2025-09-07 07:27:53.976704] 2025-09-07T07:27:53.9772314Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:27:53.9774030Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor.py', '-m', 'not serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:27:53.977077] 2025-09-07T07:30:18.7825685Z 2025-09-07T07:30:18.7826992Z inductor/test_aot_inductor 3/5 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_aot_inductor_3.5_407db23a38c184ef_.log 2025-09-07T07:30:18.7881249Z Running 168 items in this shard: test/inductor/test_aot_inductor.py::AOTInductorLoggingTest::test_shape_env_reuse, test/inductor/test_aot_inductor.py::TestAOTInductorConfig::test_compile_standalone_explicit_set, test/inductor/test_aot_inductor.py::TestAOTInductorConfig::test_compile_standalone_package_cpp_false_raises, test/inductor/test_aot_inductor.py::TestAOTInductorConfig::test_compile_standalone_sets_package_cpp, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test__weight_int4pack_mm_m_32_n_64_q_group_32_num_groups_2_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_add_complex_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_addmm_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_aoti_constant_tensor_name_collision_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_autotune_int64_user_defined_triton_kernel_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_bool_input_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_buffer_mutation_2_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_clamp_decomposition_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_cond_non_tensor_predicates_dynamic_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_cond_with_parameters_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_cond_with_reinterpret_view_inputs_outputs_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_consecutive_compiles_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_constant_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_constant_folding_with_update_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_conv_freezing_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_fft_c2c_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_fp8_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_fp8_view_of_param_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_misaligned_input_1_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_misc_1_max_autotune_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_model_modified_weights_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_multi_device_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_normal_functional_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_output_misaligned_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_proxy_executor_hann_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_pytree_inputs_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_quantized_linear_bias_none_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_run_with_grad_enabled_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_runtime_checks_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_runtime_checks_device_type_failed_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_runtime_checks_dtype_failed_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_runtime_checks_fp8_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_scatter_reduce_fallback_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_simple_dynamic_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_stride_with_unbacked_expr_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_sym_expr_indexing_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_symbool_item_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_symint_item_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_dynamic_launcher_grid_infer_from_tensor_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_dynamic_grid_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_dynamic_shape_with_div_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_1_num_dims_2_dynamic_True_autotune_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_2_num_dims_1_dynamic_True_autotune_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_reinterpret_view_mem_leak_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_tma_descriptor_2d_dynamic_False_tma_version_new_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_tma_descriptor_2d_dynamic_True_tma_version_old_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_unbacked_symint_in_grid_dynamic_False_autotuning_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_mutated_autotuning_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_update_constant_buffer_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_using_model_name_for_files_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_view_outputs_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_while_loop_with_conv_dynamic_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_while_loop_with_mixed_device_dynamic_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_while_loop_with_parameters_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_while_loop_with_pytree_inputs_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test__weight_int4pack_mm_with_scales_and_zeros_m_32_n_64_q_group_32_num_groups_1_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test__weight_int4pack_mm_with_scales_and_zeros_m_32_n_64_q_group_32_num_groups_2_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_add_complex_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_addmm_multiple_dynamic_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_aoti_constant_tensor_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_aoti_profiler_enable_kernel_profile_False_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_autotune_with_constant_folding_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_buffer_mutation_4_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_clamp_decomposition_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_cond_mismatched_branch_output_dynamic_False_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_cond_nested_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_cond_use_buffers_from_outer_scope_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_cond_with_multiple_outputs_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_constant_folding_with_update_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_constant_original_fqn_and_dtype_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_conv3d_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_duplicate_constant_folding_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_dynamic_cat_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_dynamic_smem_above_default_limit_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_empty_graph_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_foreach_multiple_dynamic_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_free_inactive_buffer_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_linear_dynamic_maxautotune_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_missing_output_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_model_modified_weights_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_output_path_2_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_proxy_executor_squeeze_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_quantized_linear_bias_none_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_repeated_calling_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_repeated_user_defined_triton_kernel_embed_kernel_binary_False_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_return_view_constant_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_runtime_checks_dtype_failed_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_runtime_checks_shape_failed_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_scatter_reduce_fallback_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_sdpa_2_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_sdpa_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_simple_dynamic_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_simple_embed_kernel_binary_False_max_autotune_False_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_stft_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_subclasses_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_sym_expr_indexing_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_sym_i64_input_codegen_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_triton_kernel_extern_kernel_arg_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_triton_kernel_grid_type_1_num_dims_1_dynamic_True_autotune_False_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_triton_kernel_grid_type_3_num_dims_1_dynamic_True_autotune_True_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_triton_kernel_grid_type_3_num_dims_2_dynamic_True_autotune_True_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_triton_kernel_on_device_tma_dynamic_True_tma_version_old_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_triton_kernel_reinterpret_view_mem_leak_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_triton_kernel_tma_descriptor_1d_dynamic_True_tma_version_new_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_triton_kernel_tma_descriptor_1d_dynamic_True_tma_version_old_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_triton_kernel_unbacked_symint_in_grid_dynamic_True_autotuning_False_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_while_loop_with_outer_code_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_while_loop_with_unbacked_symint_closure_dynamic_True_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_with_profiler_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test__weight_int4pack_mm_m_32_n_64_q_group_64_num_groups_2_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test__weight_int4pack_mm_with_scales_and_zeros_m_32_n_64_q_group_32_num_groups_2_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_add_complex_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_aoti_debug_printer_cpp_kernel_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_aoti_runtime_asserts_backed_symint_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_buffer_mutation_4_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_cond_non_tensor_predicates_dynamic_True_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_consecutive_compiles_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_constant_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_constant_type_propagation_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_d2h_copy_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_dup_unbacked_sym_decl_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_duplicated_params_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_empty_constant_folding_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_extract_constants_map_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_fill__fallback_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_fx_gm_return_tuple_validation_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_inf_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_large_grid_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_linear_freezing_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_load_package_multiple_gpus_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_non_contiguous_output_alias_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_none_args_aot_codegen_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_normal_functional_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_output_misaligned_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_pad_fallback_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_proxy_executor_abs_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_rocm_triton_autotuning_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_run_with_grad_enabled_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_runtime_checks_complex_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_scaled_dot_product_efficient_attention_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_scatter_reduce_fallback_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_sdpa_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_simple_multi_arch_embed_kernel_binary_False_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_size_with_unbacked_add_and_mul_expr_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_symint_item_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_autotuning_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_dynamic_launcher_grid_infer_from_tensor_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_dynamic_launcher_grid_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_equal_to_1_arg_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_grid_type_1_num_dims_1_dynamic_False_autotune_False_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_grid_type_1_num_dims_1_dynamic_True_autotune_True_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_grid_type_1_num_dims_2_dynamic_True_autotune_False_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_grid_type_1_num_dims_2_dynamic_True_autotune_True_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_grid_type_2_num_dims_1_dynamic_False_autotune_False_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_grid_type_2_num_dims_1_dynamic_True_autotune_False_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_grid_type_3_num_dims_1_dynamic_False_autotune_True_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_grid_type_3_num_dims_2_dynamic_True_autotune_False_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_multi_output_arg_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_unbacked_symint_in_grid_dynamic_False_autotuning_False_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_mutated_autotuning_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_update_constant_buffer_simple_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_while_loop_with_pytree_inputs_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_with_profiler_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_zero_grid_with_backed_symbols_mps 2025-09-07T07:30:18.7934077Z 2025-09-07T07:30:19.2745724Z Uploading artifacts took 0.49 seconds 2025-09-07T07:30:21.9535732Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:30:21.9537206Z import pkg_resources 2025-09-07T07:30:22.2865184Z Running inductor/test_torchinductor_opinfo 3/13 ... [2025-09-07 07:30:22.286044] 2025-09-07T07:30:22.2865676Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:30:22.2867367Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'not serial', '--shard-id=3', '--num-shards=13', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:30:22.286442] 2025-09-07T07:30:27.3562196Z 2025-09-07T07:30:27.3563298Z inductor/test_compiled_autograd 3/3 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compiled_autograd_3.3_4edb4ac59dd92918_.log 2025-09-07T07:30:27.3663661Z Running 295 items in this shard: test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_accumulate_grad_accuracy, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_accumulate_grad_polyfill_case_1_1, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_accumulate_grad_polyfill_case_1_5_2, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_accumulate_grad_polyfill_case_2_1, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_aot_bwd_gm_runnable, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_autograd_cpp_node_data_dependent_is_traceable_False, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_autograd_cpp_node_id_is_traceable_False, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_autograd_cpp_node_saved_basic_is_traceable_False, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_autograd_cpp_node_saved_float_is_traceable_False, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_autograd_cpp_node_saved_float_is_traceable_True, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_backward_hook_relative_ordering_partial, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_callback_graph_break_throws_error, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_checkpointing_simple_reentrant_True, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_compile_api_api_optimize_backend_eager, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_compile_api_api_optimize_backend_inductor, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_compile_api_disable_api_compile_backend_inductor, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_cudagraphs_cpu_scalar_used_in_python_custom_op, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_cudagraphs_sdpa, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_custom_fn_dynamically_defined_class, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_custom_fn_output_metadata, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_custom_fn_saved_attr, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_custom_fn_saved_multiple_tensors_dedup, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_custom_fn_saved_tensors, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_custom_fn_with_same_graph, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_dont_dce_side_effects, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_dynamic_shapes_eager_node, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_dynamo_boxed, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_free_activation_memory, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_free_activation_memory_subclass, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_higher_order_gradients, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_keep_graph_simple, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_keep_graph_usage_after_compiled, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_logs, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_mismatch_fake_tensor_mode, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_mismatch_fake_tensor_mode_dynamic_shape, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_nested_compile, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_no_output_nodes_all_leaves, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_no_output_nodes_some_leaves, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_output_nodes_all_leaves, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_reorder_acc_grad, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_reorder_multi_post_hooks, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_reorder_post_hook1, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_reorder_post_hook3, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_tensor_grad_hook1, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_tensor_grad_hook2, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_tensor_grad_hook3, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_tensor_subclass_basic, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_torch_compile_graph_break, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_trace_auto_functionalized, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_trace_auto_functionalized_v2, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_trace_run_with_rng_state, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_verbose_logs_cpp, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_verbose_logs_dynamic_shapes, test/inductor/test_compiled_autograd.py::TestCompiledAutograd::test_verbose_logs_snapshot, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_accumulate_grad_posthooks_can_observe_tensor_prehook, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_accumulate_grad_tensor_reference, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_autograd_multiple_views_python, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_create_graph_warns, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_twice_retained_graph_without_saved_values, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_backward_twice_with_saved_values, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_calculate_shape_util, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_callback_adds_callback, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_callback_propagates_errors_from_device_thread, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_non_reentrant_autocast_gpu, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_arbitrary_input_output, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_detached_tensor_use_reentrant_False, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_input_requires_grad_False, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_input_requires_grad_True, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_checkpointing_without_reentrant_parameter_used_in_an_out, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_current_graph_task_execution_order, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_current_graph_task_id, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_error, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_exception, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_forward_mode_forward_is_no_op, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_forward_mode_non_differentiable, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_inplace_on_non_default_view, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_inplace_on_view_of_leaf, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_return_view_in_nograd, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_custom_function_setup_context_simple, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_deep_reentrant, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_dep_nograd, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_dependent_backward, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_detach_base, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_detach_then_inplace_raises_in_autograd, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_diagonal_expanded_v, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_dir, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_disabling_saved_tensor_hooks_nested, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_dont_materialize_grads, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_enable_grad_decorator_no_paren, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_first_grad_fn_access_in_no_grad_mode, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_function_returns_undefined_tensor, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_badcalls, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_batched_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_fn_badcalls, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_fn_input_metadata, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_fn_prehooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_fn_prehooks_remove_hooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_materialize_grads, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_to_node, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_to_node_inplace, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_grad_to_node_materialize, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_check_batched_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_check_forward_or_backward_only, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_check_no_differentiable_outputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_dense_and_sparse_inputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_forward_ad_respects_requires_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_get_analytical_jacobian, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_input_layout4, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_gradcheck_output_shape_or_dtype_depend_on_values, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_hook_closure_cycle_use_custom_function_False_use_tensor_hook_False, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_hook_closure_cycle_use_custom_function_False_use_tensor_hook_True, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_hook_edge_case_when_called_with_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_hooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_hooks_cpp, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_inplace_on_view_backward, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_inplace_on_view_saved_output, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_inplace_on_view_weak_grad_fn, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_input_buffer_accum, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_integer_outputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_isolated_node, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_legacy_function_deprecation_exception, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_multi_grad_all_hooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_named_tensor_for_complex_views, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_naughty_anomaly_access, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_naughty_autograd_function_stashing_ctx, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_nested_anomaly_detect_nan, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_no_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_no_grad_modifies_version, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_no_requires_grad_inplace, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_no_unnecessary_save, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_no_unnecessary_unwrapping, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_node_ordering_when_none_returned, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_node_post_hook_registered_during_unpack_hook, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_once_differentiable, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_post_accumulate_grad_hook_e2e, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_post_accumulate_grad_hook_gets_cleaned_up, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_power_function, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_profiler, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_profiler_aggregation_lstm, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_profiler_aggregation_table, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_pynode_destruction_deadlock, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_record_function_multithreaded, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_reentrant_child_error, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_reentrant_with_callbacks_depth_0, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_reentrant_with_callbacks_depth_1, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_reentrant_with_leaf_variable_hook, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_requires_grad_inplace, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_retain_grad, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_retain_grad_cycle, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_retain_grad_inplace, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_retains_grad_inplace_multiple_outputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_return_duplicate, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_return_leaf, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_tensor_hooks_custom_error_propagation, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_tensor_hooks_extra_exit_during_bw_no_crash, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_tensors_hook_version_counter_not_shared, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_variable_packing_unpacking_did_not_save_original_with_default_hooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saved_variable_packing_unpacking_saved_original_with_default_hooks, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_saving_variable_to_disk, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_scalar_grad_mixed_device, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_select_expanded_v, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_set_data_tensorimpl_type, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_set_grad_coroutines_exit, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_set_grad_enabled, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_setitem, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_setting_default_saved_variable_hooks_twice_should_not_fail, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_setup_context_when_forward_has_default_args, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_simple_reentrant, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_slice_expanded_v, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_sparse_gather_both_scalar, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_sparse_gather_dim0, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_sparse_gather_dim_neg, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_tensor_hooks_inplace_multiple_outputs, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_var_mean_differentiable, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_version_counter, test/inductor/test_compiled_autograd.py::TestAutogradWithCompiledAutograd::test_will_engine_execute_node, test/inductor/test_compiled_autograd.py::TestNestedCheckpointWithCompiledAutograd::test_nested_checkpoint_non_tensor_inputs_and_outputs_early_stop_False, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_abstract_impl_on_existing_op, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_abstract_impl_on_existing_op_with_meta, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_autograd_function_backed_op, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_dict_invalid_keys, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_dict_requires_keys_for_input_optional_tensors, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_dict_requires_keys_for_input_tensors, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_impl_on_existing_op_with_key_key_Autograd, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_output_differentiability_tensorlist, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_output_differentiability_type, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_partially_registered, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_backward_tensorlist_input_requires_list_grads_none_or_Tensor, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_builtin_aten_ops_are_pt2_compliant, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_data_dependent_basic, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_functionalize_error, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_abstract_overload, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_device_cuda, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_function, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_impl_invalid_devices, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_infer_schema_no_return, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_infer_schema_supported, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_legacy_define, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_legacy_impl, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_lifetime, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_meta_for_data_dependent_shape_operation, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_name_must_match, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_override_cea, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_override_impl, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_reserved_ns, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_resolve_packet, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_sequences, test/inductor/test_compiled_autograd.py::TestCustomOpWithCompiledAutograd::test_unsupported_param_types, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_capture_global_num, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_capture_numpy_number, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_cond_free_variable_in_both_branches, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_cond_pytree_operands, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_cond_source_fn_stack, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_cond_with_constant_pred, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_dynamic_shapes_over_vmap_batch_size, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_enum_arg, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_fallback_on_graph_break_complicated, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_fn_with_kwargs_in_torch_ops, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_freevars_as_inputs_to_wrap, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_grad_source_fn_stack, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_hints_wrapper_incorrect_type, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_hints_wrapper_pytree_inputs, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_inlined_functions, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_lift_tensor_constant, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_lift_tensors_with_compound_expressions, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_make_closure, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_map_example_value_metadata_consistent_with_eager, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_map_side_effect, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_map_subgraph_name_is_valid, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_nested_tuple_output, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_no_freevars, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_output_with_dict, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_return_captured_vars, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_same_freevar_twice, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_del_existing_attr_global_obj, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_del_existing_attr_nonlocal_module, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_in_body, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_mutate_global_list, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_mutate_global_num_builtin, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_mutate_nonlocal_num, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_set_new_attr_global_obj, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_set_new_attr_nonlocal_module, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_side_effect_set_new_attr_nonlocal_obj, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_symint_input, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_tensor_and_unbacked_symbol_closure, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_unbacked_symbol_closure, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_vmap_multiply_scalar, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_vmap_source_fn_stack, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_wrap_kwarg, test/inductor/test_compiled_autograd.py::HigherOrderOpTestsWithCompiledAutograd::test_wrap_pytree_kwargs, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_functional_call, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_grad_call_torch_compile_fn, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_grad_capture_tensor, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_grad_closure_scalar, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_grad_freevar_tensor, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_grad_has_aux, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_grad_over_grad, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_grad_recompile, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_grad_two_tensor_has_aux, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_jacfwd, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_jacfwd_has_aux, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_jacfwd_two_tensors_argnums, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_jacrev, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_jacrev_has_aux, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_jacrev_two_tensors_argnums, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_jvp_call_torch_compile_fn, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_jvp_freevar_tensor, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_jvp_simple, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_jvp_two_tensors_has_aux, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vjp_multiple_outputs, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_call_torch_compile_fn, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_multiple_invocation_in_dims, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_new_tensor_unused_in_body, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_recompile, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_recompile_different_config, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_recompile_same_config, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_side_effects_append_input, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_two_inputs_tuple_in_dims, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_with_graph_break, test/inductor/test_compiled_autograd.py::FuncTorchHigherOrderOpTestsWithCompiledAutograd::test_vmap_with_graph_break_lambda, test/inductor/test_compiled_autograd.py::ActivationCheckpointingTestsWithCompiledAutograd::test_cond_with_kwargs, test/inductor/test_compiled_autograd.py::ActivationCheckpointingTestsWithCompiledAutograd::test_function, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_dtensor_contiguous_dtensor_noncontiguous_local_as_tangent, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_dtensor_dont_recompile_on_same_placement_devicemesh, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_dtensor_dynamo_device_mesh_attrs, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_dtensor_partial_placement_graph_output, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_dynamo_to_local_kwargs_forward_hook, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_tp_compile_comm_reordering, test/inductor/test_compiled_autograd.py::TestDTensorCompileWithCompiledAutograd::test_tp_compile_comm_reordering_graph_partition, test/inductor/test_compiled_autograd.py::TestCompiledAutogradOpInfoCUDA::test_hops_in_bwd_flex_attention_backward_simple_cuda_float32, test/inductor/test_compiled_autograd.py::TestCompiledAutogradOpInfoCUDA::test_hops_in_bwd_flex_attention_simple_cuda_float32, test/inductor/test_compiled_autograd.py::TestCompiledAutogradOpInfoCUDA::test_hops_in_bwd_invoke_subgraph_simple_cuda_float32 2025-09-07T07:30:27.3759162Z 2025-09-07T07:30:30.6361810Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:30:30.6363175Z import pkg_resources 2025-09-07T07:30:30.9666117Z Running inductor/test_torchinductor_opinfo 7/13 ... [2025-09-07 07:30:30.966171] 2025-09-07T07:30:30.9666670Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:30:30.9668336Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'not serial', '--shard-id=7', '--num-shards=13', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:30:30.966532] 2025-09-07T07:33:46.4232047Z 2025-09-07T07:33:46.4232977Z inductor/test_torchinductor 1/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_1.2_013e30c5f9e74777_.log 2025-09-07T07:33:46.4336971Z Running 456 items in this shard: test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast1_broadcast2, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast1_strided, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast1_transposed, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast2_broadcast2, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast2_double, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast2_int, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast2_transposed, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast3_dense, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast3_int, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_dense_broadcast1, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_dense_broadcast3, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_dense_dense, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_dense_double, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_dense_strided, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_double_broadcast2, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_double_double, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_double_int, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_double_strided, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_double_transposed, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_int_broadcast3, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_int_strided, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_int_transposed, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_strided_broadcast1, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_strided_broadcast3, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_strided_strided, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_strided_transposed, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_transposed_broadcast2, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_transposed_double, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_transposed_int, test/inductor/test_torchinductor.py::GPUTests::test_AllenaiLongformerBase_repro_cuda, test/inductor/test_torchinductor.py::GPUTests::test__dyn_quant_pack_4bit_weight_cuda, test/inductor/test_torchinductor.py::GPUTests::test__unsafe_masked_index_put_accumulate_cuda, test/inductor/test_torchinductor.py::GPUTests::test_abs_cuda, test/inductor/test_torchinductor.py::GPUTests::test_adaptive_avg_pool1d_argmax_cuda, test/inductor/test_torchinductor.py::GPUTests::test_adaptive_avg_pool2d1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_adaptive_avg_pool_with_output_size_0_cuda, test/inductor/test_torchinductor.py::GPUTests::test_adaptive_max_pool2d1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_adaptive_max_pool2d3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_adaptive_pool_errors_with_long_cuda, test/inductor/test_torchinductor.py::GPUTests::test_add_complex10_cuda, test/inductor/test_torchinductor.py::GPUTests::test_add_complex4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_add_complex5_cuda, test/inductor/test_torchinductor.py::GPUTests::test_add_complex6_cuda, test/inductor/test_torchinductor.py::GPUTests::test_add_complex8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_add_complex9_cuda, test/inductor/test_torchinductor.py::GPUTests::test_add_const_float_cuda, test/inductor/test_torchinductor.py::GPUTests::test_add_inplace_permuted_cuda, test/inductor/test_torchinductor.py::GPUTests::test_addmm_cuda, test/inductor/test_torchinductor.py::GPUTests::test_alexnet_prefix_cuda, test/inductor/test_torchinductor.py::GPUTests::test_allow_reuse_active_if_under_peak_cuda, test/inductor/test_torchinductor.py::GPUTests::test_angle_cuda, test/inductor/test_torchinductor.py::GPUTests::test_any_cuda, test/inductor/test_torchinductor.py::GPUTests::test_aoti_eager_with_persistent_cache_cuda, test/inductor/test_torchinductor.py::GPUTests::test_aoti_eager_with_scalar_cuda, test/inductor/test_torchinductor.py::GPUTests::test_arange1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_arange2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_arange6_cuda, test/inductor/test_torchinductor.py::GPUTests::test_argmax_argmin1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_argmax_argmin2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_as_strided_cuda, test/inductor/test_torchinductor.py::GPUTests::test_assert_alignment_op_name_fail_cuda, test/inductor/test_torchinductor.py::GPUTests::test_assert_size_stride_op_name_fail_cuda, test/inductor/test_torchinductor.py::GPUTests::test_assert_size_stride_op_name_pass_cuda, test/inductor/test_torchinductor.py::GPUTests::test_avg_pool2d4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_avg_pool2d6_cuda, test/inductor/test_torchinductor.py::GPUTests::test_avg_pool2d7_cuda, test/inductor/test_torchinductor.py::GPUTests::test_avg_pool2d8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_avg_pool3d_backward4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_batch_norm_2d_2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_batch_norm_2d_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bitwise2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bmm2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_both_scalars_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_add_autotune_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_computed_offsets_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_default_kwargs_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_int32_int16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_int32_int32_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_int32_uint8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_bucketize_int_int64_int16_cuda, 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test/inductor/test_torchinductor.py::GPUTests::test_pointwise_hermite_polynomial_h_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_i1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_laguerre_polynomial_l_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_legendre_polynomial_p_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_log1p_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_log_ndtr_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_modified_bessel_i0_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_modified_bessel_i1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_modified_bessel_k1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_multigammaln_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_ndtri_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_psi_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_round_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_scaled_modified_bessel_k0_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_shifted_chebyshev_polynomial_v_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_shifted_chebyshev_polynomial_w_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_spherical_bessel_j0_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pointwise_zeta_cuda, test/inductor/test_torchinductor.py::GPUTests::test_pow_by_natural_log2_dynamic_shapes_cuda, test/inductor/test_torchinductor.py::GPUTests::test_prod_cuda, test/inductor/test_torchinductor.py::GPUTests::test_rand_like_deterministic_cuda, test/inductor/test_torchinductor.py::GPUTests::test_randint_kernel_count_cuda, test/inductor/test_torchinductor.py::GPUTests::test_randn_with_dtype_and_device_cuda, test/inductor/test_torchinductor.py::GPUTests::test_reduction4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_reflection_pad2d_cuda, test/inductor/test_torchinductor.py::GPUTests::test_remainder_cuda, test/inductor/test_torchinductor.py::GPUTests::test_remove_noop_clone_cuda, test/inductor/test_torchinductor.py::GPUTests::test_remove_noop_copy_cuda, test/inductor/test_torchinductor.py::GPUTests::test_remove_noop_slice1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_repeat_as_strided_cuda, test/inductor/test_torchinductor.py::GPUTests::test_repeat_cuda, test/inductor/test_torchinductor.py::GPUTests::test_repeat_interleave_Tensor_decomp_int32_nd_2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_repeat_interleave_Tensor_decomp_int64_nd_1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_repeat_interleave_Tensor_decomp_int64_nd_2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_repeat_interleave_cuda, test/inductor/test_torchinductor.py::GPUTests::test_roi_align_cuda, test/inductor/test_torchinductor.py::GPUTests::test_round_correctness_cuda, test/inductor/test_torchinductor.py::GPUTests::test_round_cuda, test/inductor/test_torchinductor.py::GPUTests::test_rsqrt_dynamic_shapes_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scalar_cpu_tensor_arg_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scalar_input_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scaled_dot_product_efficient_attention_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter6_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter_add2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter_bf16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter_reduce2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scatter_reduce3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_scheduler_vertical_fusion1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sdpa_prefer_nd_tiling_False_use_block_ptr_False_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sdpa_prefer_nd_tiling_False_use_block_ptr_True_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_True_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sdpa_unaligned_mask_cuda, test/inductor/test_torchinductor.py::GPUTests::test_searchsorted_broadcast_cuda, test/inductor/test_torchinductor.py::GPUTests::test_setitem_with_int_parameter_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sgn_cuda, test/inductor/test_torchinductor.py::GPUTests::test_shape_prop_torch_ones_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sign_dtype_cuda, test/inductor/test_torchinductor.py::GPUTests::test_simplify_loops_cuda, test/inductor/test_torchinductor.py::GPUTests::test_single_elem_indirect_cuda, test/inductor/test_torchinductor.py::GPUTests::test_size_asserts_for_multi_output_fallback_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sizehint_issue1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_slice2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_slice_scatter3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_slice_scatter_cuda, test/inductor/test_torchinductor.py::GPUTests::test_slice_view_with_graph_break_cuda, test/inductor/test_torchinductor.py::GPUTests::test_softmax_cuda, test/inductor/test_torchinductor.py::GPUTests::test_softmax_one_kernel_persist_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sort_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sort_stable_cuda, test/inductor/test_torchinductor.py::GPUTests::test_split_cumprod_cuda, test/inductor/test_torchinductor.py::GPUTests::test_split_failed_cuda, test/inductor/test_torchinductor.py::GPUTests::test_split_reduction_with_int64_size_cuda, test/inductor/test_torchinductor.py::GPUTests::test_split_with_list_cuda, test/inductor/test_torchinductor.py::GPUTests::test_split_with_sizes_with_unbacked_symints_cuda, test/inductor/test_torchinductor.py::GPUTests::test_split_with_unbacked_symints_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sqrt_dynamic_shapes_cuda, test/inductor/test_torchinductor.py::GPUTests::test_squeeze1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_stack_cuda, test/inductor/test_torchinductor.py::GPUTests::test_strided_inputs_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sum4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sum_dtype_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sum_int_cuda, test/inductor/test_torchinductor.py::GPUTests::test_sum_keepdims_cuda, test/inductor/test_torchinductor.py::GPUTests::test_tan_cuda, test/inductor/test_torchinductor.py::GPUTests::test_tanh_cuda, test/inductor/test_torchinductor.py::GPUTests::test_tensor1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_tensor3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_tensor_index_put_slice_cuda, test/inductor/test_torchinductor.py::GPUTests::test_tmp_not_defined_issue3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_topk_cuda, test/inductor/test_torchinductor.py::GPUTests::test_torch_device_split_cuda, test/inductor/test_torchinductor.py::GPUTests::test_transpose_add_cuda, test/inductor/test_torchinductor.py::GPUTests::test_transpose_cuda, test/inductor/test_torchinductor.py::GPUTests::test_triton_kernel_bool_param_cuda, test/inductor/test_torchinductor.py::GPUTests::test_uint_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unroll_small_reduction_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unspec_inputs_float16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unspec_inputs_int16_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unspec_inputs_int64_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unspec_inputs_int8_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unsqueeze_cuda, test/inductor/test_torchinductor.py::GPUTests::test_unsqueeze_inplace_cuda, test/inductor/test_torchinductor.py::GPUTests::test_upsample_bicubic2d_cuda, test/inductor/test_torchinductor.py::GPUTests::test_upsample_cat_conv_cuda, test/inductor/test_torchinductor.py::GPUTests::test_upsample_nearest2d_backward_cuda, test/inductor/test_torchinductor.py::GPUTests::test_var_mean_div_by_cuda, test/inductor/test_torchinductor.py::GPUTests::test_vdd_clamp_cuda, test/inductor/test_torchinductor.py::GPUTests::test_vertical_fusion1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_view_as_real_cuda, test/inductor/test_torchinductor.py::GPUTests::test_views1_cuda, test/inductor/test_torchinductor.py::GPUTests::test_views2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_views3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_where_broadcast_cuda, test/inductor/test_torchinductor.py::GPUTests::test_where_with_logical_op_cuda, test/inductor/test_torchinductor.py::GPUTests::test_zeros_cuda, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_bandwidth_profiler, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_codegen_config_option_dont_assume_alignment, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_comment_graph_fragment, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_computed_indirect_mask, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_constant_folding_deallocation, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_divisible_by_16_covers_numel_args, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_donated_buffer_inplace_gpt, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_evict_last_non_coalesced_loads, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_indirect_device_assert, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_inductor_detach_view_backend_aot_eager, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_kernel_names_descriptive, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_layer_norm_inplaces_after_matmul, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_non_blocking_copy_codegen, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_numpy_autograd, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_optimize_indexing_dtype, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_red_followed_by_transposed_pointwise, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_respect_scaled_grouped_mm_layout_tag, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_rope_fusion, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_sdpa_inference_mode_aot_compile, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_skip_l1_cache, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_split_op_with_sym, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_triton_attrs_dict_constexpr_signature, test/inductor/test_torchinductor.py::NanCheckerTest::test_nan_checker_fail 2025-09-07T07:33:46.4435053Z 2025-09-07T07:33:49.5620150Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:33:49.5621496Z import pkg_resources 2025-09-07T07:33:49.9017183Z Running inductor/test_torchinductor_opinfo 12/13 ... [2025-09-07 07:33:49.901253] 2025-09-07T07:33:49.9017841Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:33:49.9019058Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'not serial', '--shard-id=12', '--num-shards=13', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:33:49.901609] 2025-09-07T07:40:20.7438947Z 2025-09-07T07:40:20.7440128Z inductor/test_torchinductor_opinfo 7/13 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_7.13_871fb2a81c16182f_.log 2025-09-07T07:40:20.7524631Z Running 252 items in this shard: test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_T_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rand___cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rdiv___cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rdiv___cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rmul___cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rmul___cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rpow___cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__batch_norm_with_update_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__batch_norm_with_update_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__segment_reduce_lengths_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__unsafe_masked_index_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_acos_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_add_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addbmm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_angle_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_any_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_arange_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argmin_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_partial_views_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_partial_views_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_scatter_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_asinh_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_1d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_1d_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_2d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_3d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_baddbmm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bernoulli_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bfloat16_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_block_diag_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bool_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_broadcast_to_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bucketize_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ceil_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_chalf_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_char_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cholesky_inverse_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clone_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clone_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_combinations_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_complex_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_conj_physical_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_conj_physical_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_copysign_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_deg2rad_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_deg2rad_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_digamma_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_digamma_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_like_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_like_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_permuted_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erfc_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_exp2_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expand_as_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expand_as_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_eye_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fft_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fftn_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fftshift_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_hfft_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifft_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifft_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifftn_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfft2_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfft2_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfftn_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfftn_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flatten_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flipud_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_float_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_float_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmax_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmin_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmin_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmod_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmod_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gather_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_half_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hash_tensor_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_heaviside_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hstack_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_igamma_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_add_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_prod_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_int_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isclose_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isfinite_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isreal_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_binary_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_unary_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_unary_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ldexp_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lerp_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_diagonal_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_lstsq_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_lu_factor_ex_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_lu_solve_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_matrix_power_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_matrix_rank_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_multi_dot_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_norm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_solve_triangular_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_svd_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_svdvals_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linspace_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linspace_tensor_overload_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log2_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_not_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logspace_tensor_overload_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logspace_tensor_overload_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lt_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lu_solve_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mH_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mT_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mT_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_amax_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_amax_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_cumprod_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_softmin_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_std_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mean_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_msort_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_5_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nan_to_num_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nansum_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_narrow_copy_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_narrow_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_native_batch_norm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_neg_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_empty_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_empty_strided_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_ones_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nextafter_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_avg_pool2d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_elu_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_fractional_max_pool3d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_gaussian_nll_loss_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_gaussian_nll_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_grid_sample_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_group_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_hardswish_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_bilinear_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_nearest_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_layer_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_linear_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_normalize_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_replicate_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_replicate_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_selu_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_smooth_l1_loss_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softmin_with_dtype_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softsign_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_triplet_margin_loss_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_upsample_bilinear_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_upsample_nearest_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_normal_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_normal_in_place_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ones_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ones_like_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_permute_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_permute_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_4_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_positive_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_pow_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_pow_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_prod_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randint_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randint_like_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randn_like_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reciprocal_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resize__cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resize__cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resolve_conj_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resolve_neg_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resolve_neg_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rot90_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_round_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_round_decimals_3_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rsqrt_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_amin_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_prod_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sign_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sign_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_exponential_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinh_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sparse_sampled_addmm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_j0_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_j1_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_j1_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_i0e_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_laguerre_polynomial_l_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_legendre_polynomial_p_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_log_ndtr_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_log_ndtr_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_i1_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_k0_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_k1_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_ndtri_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_ndtri_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_scaled_modified_bessel_k0_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_scaled_modified_bessel_k1_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_t_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_u_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_w_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_spherical_bessel_j0_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_xlog1py_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_list_args_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_with_sizes_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_multiple_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_stack_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_std_unbiased_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sum_to_size_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_svd_lowrank_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_t_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tanh_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tanh_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tensordot_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tile_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_topk_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_torch_ops_aten__safe_softmax_default_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_torch_ops_aten__safe_softmax_default_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_true_divide_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unbind_copy_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unbind_copy_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unflatten_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_uniform_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unique_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unravel_index_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsafe_chunk_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsafe_chunk_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsqueeze_copy_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsqueeze_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_var_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_copy_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_vstack_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zero__cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zero__cuda_int64 2025-09-07T07:40:20.7607062Z 2025-09-07T07:40:24.0005062Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:40:24.0006419Z import pkg_resources 2025-09-07T07:40:24.3242449Z Running inductor/test_gpu_cpp_wrapper 2/2 ... [2025-09-07 07:40:24.323722] 2025-09-07T07:40:24.3243125Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:40:24.3244709Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_gpu_cpp_wrapper.py', '-m', 'not serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:40:24.324134] 2025-09-07T07:41:36.1143178Z 2025-09-07T07:41:36.1144646Z inductor/test_torchinductor_opinfo 3/13 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_3.13_e08b0f63c0285442_.log 2025-09-07T07:41:36.1240770Z Running 282 items in this shard: test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_T_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___getitem___cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___getitem___cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rmatmul___cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rpow___cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__segment_reduce_offsets_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__upsample_bilinear2d_aa_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_acosh_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_add_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addbmm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addr_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_alias_copy_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_all_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_allclose_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_amax_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_angle_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_angle_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argmin_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argwhere_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_partial_views_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_as_strided_scatter_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_asinh_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atan_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atanh_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_2d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_3d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_baddbmm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bfloat16_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bfloat16_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bincount_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_xor_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_broadcast_to_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bucketize_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cdist_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ceil_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ceil_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ceil_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cfloat_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_char_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cholesky_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_chunk_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_max_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clone_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_conj_physical_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_constant_pad_nd_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_contiguous_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cosh_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_count_nonzero_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_count_nonzero_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cummax_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cummin_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_scatter_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_scatter_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diff_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_div_trunc_rounding_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_div_trunc_rounding_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_div_trunc_rounding_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_dot_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_einsum_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_permuted_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_permuted_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_equal_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erfinv_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_exp_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fftn_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_hfft2_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifftn_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfftn_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfft2_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfft_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_irfft_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flatten_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flip_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fliplr_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_float_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_float_power_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmod_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gather_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ge_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_geometric_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_geometric_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_geometric_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gradient_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gradient_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_grid_sampler_2d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gt_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_half_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_heaviside_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hsplit_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_i0_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_fill_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_fill_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_amin_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_mean_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_mean_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_mean_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_prod_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isinf_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isinf_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isinf_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isposinf_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isreal_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_binary_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_binary_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_kron_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_kthvalue_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_kthvalue_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_le_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_le_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lgamma_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_diagonal_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_lu_factor_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_lu_solve_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_slogdet_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_solve_triangular_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_svd_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_vander_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_vector_norm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linspace_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log10_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logaddexp_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_or_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_xor_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_xor_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logsumexp_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mH_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_amin_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_logsumexp_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_scatter_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_std_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_with_dim_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_with_dim_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_min_reduction_with_dim_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_min_reduction_with_dim_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mode_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_msort_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_3_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_3_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nansum_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_narrow_copy_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_native_layer_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_ones_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_ones_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_ones_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_zeros_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_max_pool2d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_max_pool2d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_max_pool3d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_avg_pool1d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_avg_pool2d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_binary_cross_entropy_with_logits_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_conv2d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_conv_transpose2d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_cosine_embedding_loss_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_cosine_similarity_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_with_train_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_hardtanh_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_huber_loss_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_kl_div_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_layer_norm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_leaky_relu_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_margin_ranking_loss_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool2d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool2d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_multi_head_attention_forward_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_nll_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_one_hot_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_replicate_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_poisson_nll_loss_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_prelu_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_scaled_dot_product_attention_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softmin_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softshrink_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_tanhshrink_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_tanhshrink_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_upsample_nearest_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_norm_inf_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_norm_inf_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_normal_in_place_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ones_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ones_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_pca_lowrank_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_permute_copy_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polar_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_0_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_2_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_3_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_4_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_4_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_pow_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_quantile_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rad2deg_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randint_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randn_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_repeat_interleave_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reshape_as_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reshape_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resize__cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resize__cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rot90_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_round_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_mean_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_sum_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_searchsorted_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_searchsorted_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_select_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sgn_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sign_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_blackman_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_kaiser_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signbit_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sin_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sin_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinh_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_slice_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_softmax_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sparse_mm_reduce_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sparse_sampled_addmm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_airy_ai_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_y0_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_u_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_w_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_w_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_entr_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_erfcx_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_hermite_polynomial_he_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_laguerre_polynomial_l_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_legendre_polynomial_p_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_log_ndtr_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_log_ndtr_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_log_ndtr_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_ndtri_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_polygamma_special_polygamma_n_0_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_t_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_u_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_v_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_v_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_xlog1py_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_with_sizes_copy_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_with_sizes_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_with_sizes_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sqrt_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sqrt_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_stft_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sub_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_svd_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_t_copy_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_t_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tanh_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tensordot_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_topk_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_topk_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_torch_ops_aten__safe_softmax_default_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_transpose_copy_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trapezoid_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tril_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_triu_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_true_divide_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trunc_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trunc_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trunc_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unbind_copy_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unbind_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unique_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsafe_chunk_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsqueeze_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_var_mean_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_var_unbiased_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_as_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_vsplit_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_vstack_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_where_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_xlogy_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zero__cuda_float64 2025-09-07T07:41:36.1333989Z 2025-09-07T07:41:39.4069271Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:41:39.4070928Z import pkg_resources 2025-09-07T07:41:39.7525168Z Running dynamo/test_dynamic_shapes 2/3 ... [2025-09-07 07:41:39.752030] 2025-09-07T07:41:39.7525913Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:41:39.7527215Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_dynamic_shapes.py', '-m', 'not serial', '--shard-id=2', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:41:39.752381] 2025-09-07T07:45:45.7662040Z 2025-09-07T07:45:45.7664057Z inductor/test_torchinductor_opinfo 12/13 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_12.13_0e840dc48ef446cd_.log 2025-09-07T07:45:45.7751037Z Running 259 items in this shard: test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rdiv___cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rdiv___cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rdiv___cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rdiv___cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rmatmul___cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rpow___cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rpow___cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rsub___cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_acos_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addr_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addr_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_allclose_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_allclose_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_amax_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_amax_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_amin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_angle_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_asinh_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atanh_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_1d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_left_shift_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_right_shift_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_block_diag_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_broadcast_tensors_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_broadcast_to_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_byte_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cartesian_prod_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cartesian_prod_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cat_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cdouble_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cdouble_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cfloat_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_chalf_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_char_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clone_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_combinations_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_conj_physical_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_contiguous_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_copysign_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cos_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cos_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cosh_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cov_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cov_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cummax_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cumprod_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagonal_scatter_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_double_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_like_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_like_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erf_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erfc_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erfinv_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expand_copy_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expm1_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_eye_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fft2_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fft2_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_hfftn_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_hfftn_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifftshift_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfft_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfftn_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfft2_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfft2_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfft_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfftn_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flatten_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flip_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_float_power_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_floor_divide_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmod_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmod_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_frac_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_full_like_cuda_uint32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gcd_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ge_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_geometric_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_grid_sampler_2d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_grid_sampler_2d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_grid_sampler_3d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_heaviside_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_histc_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hsplit_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_add_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_put_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_put_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_amax_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_amax_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_amin_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_int_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isclose_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isfinite_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isfinite_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isin_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isinf_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isneginf_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isreal_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_unary_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lcm_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lerp_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lerp_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lgamma_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lgamma_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_cholesky_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_cholesky_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_cross_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_diagonal_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_eig_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_eigvalsh_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_householder_product_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_lu_factor_ex_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_pinv_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_solve_ex_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linspace_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linspace_tensor_overload_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log1p_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_softmax_with_dtype_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_and_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_xor_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logit_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logsumexp_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_long_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lt_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_cumsum_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_fill_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_log_softmax_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_mean_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_sum_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_binary_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_pool2d_with_indices_backward_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_pool2d_with_indices_backward_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_no_dim_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_movedim_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_movedim_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_msort_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_msort_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_1_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_1_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_3_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_avg_pool3d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_avg_pool3d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_avg_pool3d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_bilinear_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_celu_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_dropout_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_embedding_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_fractional_max_pool3d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_grid_sample_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_huber_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_area_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_area_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_nearest_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_linear_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_logsigmoid_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_pool2d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool1d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool3d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool3d_grad_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_mse_loss_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_replicate_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_unshuffle_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_unshuffle_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_unshuffle_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_selu_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_smooth_l1_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_threshold_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_threshold_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_triplet_margin_with_distance_loss_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_unfold_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_upsample_bilinear_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nonzero_static_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ones_like_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ones_like_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ones_like_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ormqr_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_permute_copy_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_permute_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_0_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_1_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_positive_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_put_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_put_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_qr_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rand_like_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ravel_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_repeat_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_repeat_interleave_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reshape_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resize_as__cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resize_as__cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resolve_neg_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_roll_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_roll_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_mean_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_sum_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_searchsorted_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_select_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_select_scatter_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sgn_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_short_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_general_hamming_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sin_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinc_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_slice_scatter_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_slice_scatter_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_slice_scatter_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_slice_scatter_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sort_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_t_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_entr_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_entr_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_erfcx_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_laguerre_polynomial_l_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_legendre_polynomial_p_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_i1_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_k0_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_k0_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_k1_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_ndtr_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_polygamma_special_polygamma_n_0_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_spherical_bessel_j0_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_xlog1py_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_with_sizes_copy_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_square_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_square_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_copy_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_multiple_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_stft_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sum_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sum_to_size_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_take_along_dim_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_take_along_dim_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tensor_split_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_to_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trace_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_transpose_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_transpose_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trapezoid_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tril_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tril_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_true_divide_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unbind_copy_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unbind_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unflatten_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unique_consecutive_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unique_consecutive_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unique_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unique_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsafe_split_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsafe_split_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsqueeze_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_var_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_where_cuda_float16 2025-09-07T07:45:45.7835563Z 2025-09-07T07:45:46.6298923Z 2025-09-07T07:45:46.6300267Z inductor/test_gpu_cpp_wrapper 2/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_gpu_cpp_wrapper_2.2_9d21ab0055060cd9_.log 2025-09-07T07:45:46.6353208Z Running 144 items in this shard: test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_add_complex4_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_add_complex_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_addmm_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_aoti_debug_printer_works_on_constants, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_as_strided_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_bernoulli1_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_bitwise_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_bmm2_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_consecutive_split_cumprod_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_custom_op_2_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_custom_op_3_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_bfloat16_bfloat16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_bfloat16_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_bfloat16_float32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_bfloat16_int16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_bfloat16_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_bfloat16_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float16_bfloat16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float16_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float16_int16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float16_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float32_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float32_float64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float32_int16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float32_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float32_uint8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float64_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float64_float32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float64_int16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_float64_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_fusion_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int16_bfloat16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int16_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int16_int64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int16_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int32_bfloat16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int32_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int32_int16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int32_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int32_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int32_uint8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int64_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int64_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int64_int64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int64_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int8_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int8_int16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_int8_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_uint8_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_uint8_float64_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_uint8_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_uint8_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_dtypeview_uint8_uint8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_enable_dynamic_shapes_cpp_wrapper_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_foreach_cpp_wrapper_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_index_put_deterministic_fallback_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_inductor_layout_optimization_input_mutations_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_insignificant_strides_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_linear1_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_linear2_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_mm_plus_mm3_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_multi_threading_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_profiler_mark_wrapper_call_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_randint_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_relu_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_roi_align_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_silu_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_sort_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_sum_dtype_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_sum_int_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_transpose_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_unspec_inputs_bfloat16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_unspec_inputs_float16_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_unspec_inputs_float32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_unspec_inputs_int32_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::TestGpuWrapper::test_unspec_inputs_int8_cuda_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_add_complex4_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_addmm_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_annotation_training, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_bmm1_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_cat_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_conv_backward_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_custom_op_1_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_bfloat16_float16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_bfloat16_float32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_bfloat16_int64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_bfloat16_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_bfloat16_uint8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float16_float16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float16_float32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float16_float64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float16_int32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float16_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float16_uint8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float32_float16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float32_float32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float64_float64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float64_int16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float64_int32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float64_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_float64_uint8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int16_bfloat16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int16_float32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int16_float64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int16_int16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int16_int32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int16_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int16_uint8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int32_int32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int32_uint8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int64_float64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int64_int16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int64_int32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int64_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int64_uint8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int8_bfloat16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int8_int16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_int8_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_uint8_float32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_uint8_float64_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_dtypeview_uint8_int8_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_enable_dynamic_shapes_cpp_wrapper_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_foreach_cpp_wrapper_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_inductor_layout_optimization_input_mutations_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_insignificant_strides_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_layer_norm_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_linear1_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_linear_relu_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_mm_plus_mm2_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_mm_plus_mm3_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_pointwise_hermite_polynomial_he_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_pow3_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_profiler_mark_wrapper_call_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_randint_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_repeat_interleave_2_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_roi_align_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_scaled_dot_product_attention_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_silu_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_sum_dtype_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_sum_int_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_unspec_inputs_float32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_unspec_inputs_int16_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_unspec_inputs_int32_cuda_dynamic_shapes_gpu_wrapper, test/inductor/test_gpu_cpp_wrapper.py::DynamicShapesGpuWrapperGpuTests::test_unspec_inputs_int8_cuda_dynamic_shapes_gpu_wrapper 2025-09-07T07:45:46.6399543Z 2025-09-07T07:45:48.9761472Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:45:48.9762803Z import pkg_resources 2025-09-07T07:45:49.3031684Z Running inductor/test_torchinductor_codegen_dynamic_shapes 3/6 ... [2025-09-07 07:45:49.302722] 2025-09-07T07:45:49.3032240Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:45:49.3034106Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_codegen_dynamic_shapes.py', '-m', 'not serial', '--shard-id=3', '--num-shards=6', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:45:49.303095] 2025-09-07T07:45:49.7935248Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:45:49.7937446Z import pkg_resources 2025-09-07T07:45:50.1371887Z Running inductor/test_torchinductor_codegen_dynamic_shapes 6/6 ... [2025-09-07 07:45:50.136795] 2025-09-07T07:45:50.1372437Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:45:50.1373986Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_codegen_dynamic_shapes.py', '-m', 'not serial', '--shard-id=6', '--num-shards=6', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:45:50.137139] 2025-09-07T07:51:03.0507410Z 2025-09-07T07:51:03.0508708Z dynamo/test_dynamic_shapes 2/3 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_dynamic_shapes_2.3_3727ceab518d9004_.log 2025-09-07T07:51:03.0854277Z Running 649 items in this shard: test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_autocast_cpu_graph_break_2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_autocast_cpu_graph_break_inner_fn_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_autocast_float64_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_autocast_graph_break_method_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_cuda_event_across_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_cuda_event_method_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_cuda_stream_across_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_cuda_stream_context_manager1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_disable_saved_tensors_hooks_prev_disabled_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_generic_context_manager_with_graph_break_CustomizedCtxManager_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_generic_ctx_manager_with_graph_break_CustomizedCtxManagerWithGraphBreak_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_generic_ctx_manager_with_graph_break_customized_ctx_manager_with_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_graph_break_inlining_autocast_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_inactive_context_graph_break_local_nullctx2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_inactive_context_graph_break_stack2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_return_context_manager_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_sdpa_kernel_ctx_manager2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_sdpa_kernel_ctx_manager_kwargs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_torch_profiler_use_after_with_block_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_add__dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_addcmul__dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_attrgetter_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_broadcast_foreach_pow_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_build_list_unpack_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_callable_list_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_callable_torch_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_cls_eq_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_cls_is_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_const_tuple_add2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_constant1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_context_wrapping_nested_functions_no_closure_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_custom_dict_kwargs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_default_dict_constr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_device_constant_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_device_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_dict_fromkeys_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_dict_key_set2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_dict_key_set3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_dict_ops_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_dict_setdefault2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_dict_update_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_dict_update_kwargs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_dict_values_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_enumerate_custom_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_filter_with_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_flat_param_same_storage_size_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_float_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_fn_with_self_set_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_fstrings4_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_fstrings5_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_fstrings6_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_get_calculate_correct_fan_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_get_privateuse1_name_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_getattr_metaclass_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_globalvar_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_inline_jit_annotations_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_is_any_autocast_enabled_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_is_checkpoint_valid_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_is_contiguous_frame_counts_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_is_contiguous_memory_format_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_is_in_onnx_export_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_is_inference_recompilation_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_is_integer_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_is_sparse_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_isinstance_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_itertools_chain_from_iterable_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_itertools_compress_tensors_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_itertools_filterfalse_basic_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_itertools_pairwise_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_len_constant_misc_iterables_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_list_clear_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_list_compare_polyfill_non_lists_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_list_convert_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_list_expand_lhs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_list_setitem_slice_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_list_slice_assignment_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_listarg2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_listarg4_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_load_global_bool_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_lru_cache_warning_issued_during_tracing_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_map_dict_fromkeys_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_map_iter_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_map_list_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_map_list_slice_assign_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_map_max_const_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_map_sorted_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_map_str_join_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_map_with_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_methodcall1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_methodcaller_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_namedtuple_defaults_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_ndarray_method_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_ndarray_methods_returning_scalar_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_ndarray_reshape_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_no_recompile_inner_function_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_np_constant_collections_as_input_int_or_float_float_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_np_constant_collections_as_input_int_or_float_int_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_number_method_method_hex_num_type5_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_number_method_method_is_integer_num_type6_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_numpy_attributes_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_numpy_dtype_argument_to_function_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_numpy_dtype_call_in_function_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_numpy_size_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_obj_eq_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_partials_as_input_UDF_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_partials_as_input_partials_mod_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_partials_graph_break_reconstruct_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_partials_hasattr_attr___call___dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_partials_hasattr_attr___closure___dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_partials_hasattr_attr___defaults___dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_partials_hasattr_attr___dict___dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_partials_hasattr_attr___format___dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_partials_hasattr_attr___le___dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_partials_hasattr_attr___reduce_ex___dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_partials_hasattr_attr___repr___dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_partials_hasattr_attr___str___dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_partials_hasattr_attr_func_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_partials_hasattr_attr_keywords_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_partials_hasattr_set_attr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_partials_lambda_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_partials_torch_op_arg_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_pos_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_pow_int_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_promote_types_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_rand_inlined_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_range_iterator_2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_reduce_with_initial_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_reduce_with_none_initial_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_return_numpy_ndarray_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_set_update_bytecode_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_slice1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_slice4_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_sorted_const_key_non_const_items_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_sourceless_build_method_type_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_symbool_to_int_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_tensor_new_with_shape_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_tensor_new_with_size_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_tensor_size_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_tensor_size_indexed_by_symint_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_tensor_type3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_tensor_type4_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_tensor_type5_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_tensor_type_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_torch_distributions_functions_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_torch_get_device_module_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_torch_size_as_dict_key_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_torch_size_hasattr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_torch_source_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_tuple1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_tuple2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_tuple_map_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_unary_fold_op_seq_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_unpack1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_unpack2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_unpack_ex3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_unpack_mutable_map_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_viamethod_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_312_binary_slice_with_graph_break1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_T_tensor_attribute_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_assert_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_backend_match_guard_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_backend_match_guard_multi_threads_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_backward_deterministic_mode_mismatch_warning_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_boolarg_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_builder_for_class_with_metaclass_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_builtin_bool_on_symfloat_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_builtin_bool_on_symint_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_builtin_complex_args_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_builtin_subclasses_as_method_on_class_type_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_builtin_subclasses_as_method_on_var_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_call_parent_non_class_methods_from_child_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_cannot_trace_mark_dynamic_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_cat_unbacked_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_class_duner_flags_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_closure_out_of_scope_cell_with_cond_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_closure_out_of_scope_cell_with_mutation_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_closure_write_across_functions_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_compare_shapes_neq_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_compare_shapes_tuple_eq_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_compare_shapes_tuple_neq_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_compare_shapes_with_constant_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_config_getattr_default_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_config_obj_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_const_dict_variable_python_type_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_custom_dict_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_data_ptr_graph_break_builtin_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_dataclass_local_hasattr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_default_dtype_change_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_defaultdict_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_derpy_nn_module_usage_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_dtypes_no_graphbreaks_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_dunder_new_function_inlining3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_dynamic_shapes_as_strided_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_dynamic_sources_dynamic_override_regex_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_dynamo_cache_invalidate_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_dynamo_cache_move_to_front_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_enum_as_dict_key_with_overloaded_str_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_enum_guards_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_enum_method_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_enum_no_graphbreaks_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_existing_func_that_creates_capturing_nested_func_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_fn_hasattr__name__1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_fn_hasattr__name__2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_fold_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_free_var_and_local_name_collision_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_frozen_dataclass_attr_access_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_frozen_dataclass_default_value_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_frozen_dict_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_frozenset_torch_func_contains_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_funcname_cache_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_function_generic_alias_annotation_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_generate_trivial_abstract_impl_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_get_cache_entry_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_grad_non_none_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_graph_break_correctly_when_passing_numpy_ndarray_to_torch_function_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_guard_failure_fn_tensor_iter_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_guard_filter_fn_by_is_global_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_guard_filter_inbuilt_nn_modules_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_guard_filter_tensors_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_guard_function_builder_with_cse_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_guard_size_oblivious_simplification_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_guards_strip_function_call_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_hash_getitem_slice_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_hash_hop_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_id_guarded_class_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_id_guarded_object_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_id_of_nn_module_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_if_cond_nn_mod2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_inference_mode_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_inline_dict_function_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_inline_dict_mutation_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_inline_module_attr_dict_clear_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_inline_user_defined_dict_attr_clear_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_inspect_signature_bind_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_item_changes_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_iter_set_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_iter_type_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_iterator_limit_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_itertools_groupby_pure_python_default_identify_func_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_itertools_infinite_repeat_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_itertools_islice_default_end_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_itertools_islice_default_step_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_itertools_repeat_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_large_reduction_list_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_linear_module_free_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_list_hasattr2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_list_iadd_with_shape_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_list_iterator_contains_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_list_slice_mul_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_listcomp_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_load_fast_and_clear_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_mark_dynamic_with_ranges_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_module_deepcopy_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_mutable_mapping_multiple_inheritance_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_named_parameters_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_namedtuple_class_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_ne_operator_with_custom_graphbreak_eq_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_nested_closure_mutation_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_nested_optimize_decorator_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_nested_sequential_try_with_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_new_with_int_list_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_newly_constructed_tensor_attr_mutation_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_no_raise_guard_partial_constraint_across_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numel_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_fallback_on_eager_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_force_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_ndarray_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_ndarray_graph_break_with_multiple_outputs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_no_raise_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_readonly_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_subdtype_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_take_along_axis_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_tolist_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_variable_isinstance_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_with_builtin_type_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_object_setattr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_object_staticmethod_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_onnx_shape_as_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_optimize_on_module_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_os_environ_get_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_os_environ_set_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_pep0479_convert_stopiteration_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_precompile_entry_hit_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_precompile_fail_on_recompile_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_pt2_compliant_ops_are_allowed_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_raise_guard_partial_constraint_across_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_raise_on_backend_error_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_raises_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_range_input_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_range_iter_guards_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_recompile_message_on_parameter_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_release_input_memory_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_release_scope_memory_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_remove_set_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_repeat_interleave_graphbreaks_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_return_dict_with_graph_break_and_update_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_return_nested_function_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_returning_func_with_captured_func_and_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_returning_nested_func_with_captured_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_runtime_assert_replacement_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_scalar_device_movement_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_scalar_tensor_is_equivalent_to_symint_list_argument_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_sequential_module_free_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_set_custom_tensor_attribute_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_set_descriptor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_set_update_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_setattr_mutation3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_shape_and_tuple_equality_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_shape_env_equal_evaluate_expr_divisible_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_shape_env_equal_runtime_assert_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_shape_env_equal_unbacked_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_shape_int_comparisons_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_shape_int_inplace_binops_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_sourceless_namedtuple_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_str_format_assert2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_stride_dim_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_structseq1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_sym_and_terms_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_symint_copy_into_unbacked_slice_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_sys_modules_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tensor_ctor_list_of_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tensor_dict2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tensor_dict3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tensor_dot_grad_no_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tensor_dynamic_method_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tensor_iter_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tensor_layout_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tensor_setattr_getset_descriptor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tensor_types_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_torch_check_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_torch_check_symbolic_shape_rel_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_torch_guards_stack_frame_register_inlining_deep_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_torch_package_working_with_trace_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_torch_size_numel_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tuple_mul_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_type_copy_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_typing_dict_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_typing_typevar_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_unbacked_empty_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_unbacked_sources_scalar_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_unbacked_sources_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_unpack4_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_unpack_tensor_shape_mismatch_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_user_defined_binop_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_user_defined_class_name_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_user_defined_class_python_type_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_user_defined_iter_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_user_defined_setattr1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_user_getattr2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_validate_outputs_unbacked_by_custom_op_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_validate_outputs_unbacked_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_write_to_cells_with_name_shadowing_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_writes_to_cells_across_frames2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_yield_from_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_312_local_cell_overlap_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_Size_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_as_strided_on_existing_view_banned_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_batch_encoding_clone_inputs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_bigbird_unsqueeze_inplace_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_bitwise_op_guard_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_c_defined_metaclass_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_class_member_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_classmethod_with_slots_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_compile_complex_conj_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_compile_copy__int_overload_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_const_dict_keyerror_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_data_attr_mutation_after_saved_for_bw_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_dataclass_init_with_default_factory_with_inputs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_ddp_checkpoint_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_dedup_global_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_delattr_raises_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_delattr_return_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_do_paste_mask_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_dont_aggressively_write_assert_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_dynamic_shapes_float_guard_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_ephemeral_module_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_flip_bad_accuracy_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_for_loop_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_functools_wraps_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_generator_dealloc_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_get_parameter_dtype_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_graph_break_on_jit_isinstance_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_guard_fail_nested_tuple_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_guard_with_tuple_mutation_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_hf_gelu_inline_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_hf_xsoftmax_inference_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_incompatible_configs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_inductor_no_recursionerror_on_for_loops_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_inlining_cornercase_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_int_format_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_intermediate_leaf_requires_grad_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_is_make_fx_tracing_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_issue111522_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_issue111918_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_issue114171_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_issue126128_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_issue1466_size_aot_autograd_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_issue175_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_jit_script_defaults_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_jit_trace_errors_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_list_index_not_found_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_longformer_chunk_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_maml_no_item_capture_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_map_with_multiple_args_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_method_overriding_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_multi_dot_import_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_multi_import_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_negative_floor_div_solve_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_negative_shape_guard_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_nn_param_freevar_codegen_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_no_grad_inline_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_numpy_tobytes_no_error_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_omegaconf_listconfig_contains_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_optimized_deepcopy_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_optimized_module_patched_init_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_out_nested_cell_shape_change_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_out_root_cell_shape_change_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_pointless_graph_removal_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_primtorch_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_randint_out_dynamic_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_recursive_map_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_reformer_eval_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_reformer_train_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_restricted_list_subclass3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_return_value_duplication_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_rewrite_assert_dont_change_bytecode_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_rewrite_assert_noop_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_sort_out_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_split_with_sizes_aot_autograd_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_str_isalnum_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_super_in_staticmethod_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_super_staticmethod_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_swin_base_tensor_attr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_tensor_data_kwarg_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_tensor_set_data_backend_aot_eager_func_name_func2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_tensor_set_data_backend_eager_func_name_func1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_tensor_set_data_backend_inductor_func_name_func3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_torch_variable_type_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_torchname_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_tuple_enum_as_key_dict_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_udf_classes_reconstruction_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_unpack_hooks_dont_run_during_tracing_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_unspecialized_nn_module_with_torch_variable_attribute_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_unsqueeze_mul_strides_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_user_defined_object_callable_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_vc_bumped_in_inference_graph_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_weakref_callback_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_weakref_construction_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_weakref_reconstruct_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_with_on_graph_break_nested_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_basicmodule2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_conv_call_super_forward_directly_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_conv_transpose_call_forward_directly_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_conv_transpose_call_super_forward_directly_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_fnmember_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_forward_directly_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_generation_tag_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_inject_module_parameters_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_iseval2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_istraining1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_istraining2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_lazy_module1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_lazy_module2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_lazy_module4_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_lazy_module7_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_lazy_module_bad_params_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_lazy_module_kwargs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_lazy_module_no_cls_to_become_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_module_call_module_with_static_forward_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_module_name_string_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_moduledict_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_modulelist_custom_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_nn_module_setattr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_nn_moduledict_contains_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_parameterdict_custom_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_parameters3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_seq_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_sequential_with_duplicated_module_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_simple_torch_function_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_submodules1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_torch_function_with_closure_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_torch_mangled_class_name_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_unsupportedmethod_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_unsupportedmodule_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_access_class_method_from_user_class_attr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_access_class_method_from_user_class_builtin_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_byte_tensor_does_not_crash_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_capture_symbolic_tracing_within_fake_mode_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_cond_free_variables_overlapping_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_cond_op_param_buffer_lifted_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_cond_raise_user_error_on_branch_args_mismatch_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_cond_raise_user_error_on_branch_return_non_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_cond_raise_user_error_on_missing_args_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_cond_raise_user_error_on_non_list_operands_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_cond_supported_pred_types_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_constraint_violation_error_messages_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_dupes_and_bypass_reorder_with_non_tensor_arg_with_aten_graph_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_dupes_and_bypass_with_non_tensor_arg_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_dupes_and_bypass_with_non_tensor_output_with_aten_graph_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_empty_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_compare_optimize_with_make_fx_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_cond_in_aten_symbolic_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_control_flow_with_getattr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_defaults_ok_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_dynamic_control_flow_error_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_dynamic_dim_cleanup_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_dynamic_dim_range_constraint_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_graph_with_complex_reorder_with_aten_graph_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_graph_with_list_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_identity_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_meta_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_mismatched_out_2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_mismatched_out_2_with_aten_graph_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_mismatched_out_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_module_specify_constraints_signature_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_pass_arg_by_name_star_args_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_preserve_constraints_as_metadata_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_raise_on_relationship_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_builtin_op_on_assume_constant_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_cond_with_closed_function_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_constant_free_function_and_class_method_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_constant_free_function_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_constant_global_function_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_constant_list_nonzero_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_constant_list_nonzero_free_function_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_constant_none_control_flow_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_constant_not_none_control_flow_pos_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_functools_wrapped_fn_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_kwargs_with_default_None_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_kwargs_with_default_float_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_map_cond_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_module_layer_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_shallow_list_copy_with_side_effects_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_stack_trace_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_func_return_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_input_container_type_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_invalid_input_global_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_list_not_contains_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_list_unpack_with_aten_graph_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_mixed_real_and_fake_inputs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_multiple_outputs_op_with_evaluator_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_nested_cond_op_param_buffer_lifted_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_no_tensor_computation_fail_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_not_functionalize_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_pre_dispatch_simple_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_predispatch_with_for_out_dtype_nested_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_predispatch_with_higher_order_nested_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_preserve_fx_node_metadata_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_retracibility_nested_list_out_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_symbolic_tracing_within_fake_mode_with_constraints_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_uncaptured_higher_order_op_error_not_suppresed_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_zeroes_in_new_shape_scalar_out_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_capi_call2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_control_flow2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_control_flow4_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_enumerate_not_break_graph_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_no_graph_break_on_item_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_pop_after_resume_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_restore_range_iter_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_restore_state_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_resume1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_resume_with_no_grad1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_access_module_attr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_capture_constants_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_capture_global_num_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_capture_input_num_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_capture_numpy_number_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_capture_tracked_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_capture_tracked_nested_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_capture_untracked_nonlocal_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_concat_unbacked_shape_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_cond_side_effect_in_one_branches_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_cond_source_fn_stack_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_dynamic_shapes_over_vmap_batch_size_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_enum_arg_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_error_message_sane_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_fallback_on_graph_break_complicated_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_hooks_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_inlined_functions_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_internal_nonlocal_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_lift_tensor_constant_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_map_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_map_multi_return_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_map_side_effect_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_map_subgraph_name_is_valid_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_modules_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_output_with_dict_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_register_mode_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_same_freevar_twice_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_side_effect_del_existing_attr_global_module_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_side_effect_del_existing_attr_global_obj_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_side_effect_in_body_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_side_effect_mutate_global_num_builtin_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_side_effect_mutate_global_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_side_effect_mutate_nonlocal_tensor_builtin_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_side_effect_nested_nonlocal_list_append_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_side_effect_nonlocal_list_append_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_side_effect_set_existing_attr_nonlocal_obj_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_side_effect_set_new_attr_global_module_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_side_effect_set_new_attr_nonlocal_module_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_tensor_to_list_closure_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_wrap_all_kwarg_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_wrap_kwarg_default_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_wrap_kwarg_default_if_branch_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_wrap_kwarg_recompile_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_wrap_pytree_args_with_symint_constant_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_grad_capture_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_grad_freevar_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_grad_pytree_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_grad_with_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_grad_with_side_effect_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_jacfwd_randomness_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_jacrev_has_aux_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vjp_call_compiled_backward_fn_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vjp_multiple_outputs_python_struct_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vmap_call_torch_compile_fn_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vmap_free_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vmap_multiple_invocation_in_dims_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vmap_pytree_inputs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vmap_recompile_different_config_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vmap_recompile_with_randomness_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vmap_two_inputs_tuple_in_dims_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vmap_with_graph_break_2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vmap_with_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_aot_autograd_expand_mutation_backwards_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_aot_autograd_expand_mutation_error_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_aot_autograd_expand_mutation_functionalizes_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_aot_autograd_raises_invalid_leaf_set_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_aot_export_joint_simple_repro_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_arg_dupe_via_dynamo_recompiles_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_arg_dupe_via_dynamo_recompiles_many_args_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_arg_dupe_via_dynamo_recompiles_many_with_global_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_call_fn_with_non_const_inputs_aot_unsafe_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_data_ptr_access_fails_in_backward_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_donated_buffer1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_donated_buffer2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_donated_buffer5_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_donated_buffer_with_retain_or_create_graph2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_donated_buffer_with_retain_or_create_graph4_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_double_backward_errors_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_grad_inputs_alias_inputs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_multiple_aot_autograd_calls_dupe_args_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_mutation1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_mutation_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_negative_testing_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_nn_parameter_construction_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_no_storage_overlap_guards_no_aliasing_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesTestSDPA::test_graph_break_SDPAParams_dynamic_shapes 2025-09-07T07:51:03.1054363Z 2025-09-07T07:51:03.6396203Z Uploading artifacts took 0.59 seconds 2025-09-07T07:51:06.2844520Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:51:06.2845980Z import pkg_resources 2025-09-07T07:51:06.6180458Z Running inductor/test_compiled_optimizers 2/3 ... [2025-09-07 07:51:06.617583] 2025-09-07T07:51:06.6180929Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:51:06.6182008Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compiled_optimizers.py', '-m', 'not serial', '--shard-id=2', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:51:06.617916] 2025-09-07T07:53:58.5019467Z 2025-09-07T07:53:58.5020414Z inductor/test_torchinductor_codegen_dynamic_shapes 3/6 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_codegen_dynamic_shapes_3.6_3261e71dcdcc9021_.log 2025-09-07T07:53:58.5135838Z Running 289 items in this shard: test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_abs_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_adaptive_avg_pool1d_argmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_adaptive_max_pool2d2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_adaptive_pool_errors_with_long_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_add_const_float_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_addmv_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_allow_reuse_active_if_under_peak_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_arange6_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_argmax_min_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_as_strided_scatter_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_assert_alignment_op_name_fail_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_assert_alignment_op_name_pass_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_assert_size_stride_op_name_fail_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_assert_size_stride_op_name_pass_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool2d2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool3d_backward3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool3d_backward4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bmm2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_default_kwargs_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int16_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int32_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int64_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int64_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int8_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int8_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_builtins_round_int_ndigits_pos_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_of_loops_and_extern_kernel_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_unbacked_2d_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_clamp_type_promotion_non_tensor_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_conv2d_channels_last_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_convolution4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_op_default_layout_constraint_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dist_bf16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div_zero_dim_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float32_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float32_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float32_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float64_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int16_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int16_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int64_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int64_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int8_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int8_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int8_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int8_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_uint8_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_uint8_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_exp_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_expand_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fallback_mutable_op_basic_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fallback_mutable_op_list_tensor_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_float32_to_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fractional_max_pool2d2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_functionalize_rng_wrappers_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_gather1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_gather2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_gather_scatter_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_graph_partition_constant_tensor2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_grid_sampler_2d_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_hardtanh_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_propagation_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_put4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_put_as_masked_fill_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_put_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_select_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_indirect_load_broadcast_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_inner_fn_str_and_stride_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_input_mutation2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_int8_weight_only_quant_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_lerp_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_linear1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_linear_dynamic_maxautotune_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_linspace4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_logaddexp_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_long_tensor_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_masked_fill_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d_with_indices_backward4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mean_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mix_device_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_multilayer_prime_size_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_multilayer_var_lowp_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_nan_sort_stable_False_descending_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pattern_matcher_multi_user_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pixel_shuffle_channels_last_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_bessel_j1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_bessel_y1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_chebyshev_polynomial_v_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_erfcx_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_erfinv_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_laguerre_polynomial_l_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_legendre_polynomial_p_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_log1p_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_modified_bessel_i1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_modified_bessel_k1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_scaled_modified_bessel_k0_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_shifted_chebyshev_polynomial_t_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_polar_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pow_by_natural_log2_dynamic_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_reflection_pad2d_backward_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_remove_noop_clone_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_remove_noop_view_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_repeat_interleave_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_repeat_interleave_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_roll_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_round_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scalar_cpu_tensor_arg_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scatter_add1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scatter_reduce2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sdpa_prefer_nd_tiling_False_use_block_ptr_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_searchsorted_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sgn_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_shape_prop_torch_ones_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_signbit_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_simplify_loops_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_slice2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_slice3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_slice4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_slice_scatter3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_slice_scatter_reinplace_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_split_cumprod_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_split_cumsum_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_split_reduction_dynamic_shape_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_split_reduction_with_int64_size_dynamic_shapes_cpu, 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test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_full_like_transposed_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_generated_code_has_size_stride_assert_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_glu_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_graph_partition_arange2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_graph_partition_constant_tensor1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_hardtanh_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_horizonal_fusion1_dynamic_shapes_cuda, 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test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_philox_rand_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_erf_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_gammainc_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_hermite_polynomial_he_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_laguerre_polynomial_l_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_modified_bessel_k1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_ndtri_dynamic_shapes_cuda, 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test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_True_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_setitem_with_int_parameter_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_shape_padding_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sigmoid_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_slice1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_slice4_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_slice_mutation1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_slice_scatter3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_slice_scatter5_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_softmax_one_kernel_loop_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_split_reduction_dynamic_shape_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_split_reduction_with_int64_size_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_split_with_list_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_stack_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sum_int_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_to_device_constant_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_to_memory_format_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_uint_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unbacked_floordiv_simplify_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unbind_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unsigned_constant_tensors_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_upsample_bicubic2d_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_upsample_bilinear2d_b_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_var_mean_tile_reduction_True_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_vdd_clamp_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_views6_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_xblock_divides_xnumel_dynamic_shapes_cuda 2025-09-07T07:53:58.5247766Z 2025-09-07T07:54:01.6370158Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:54:01.6371542Z import pkg_resources 2025-09-07T07:54:01.9781039Z Running inductor/test_torchinductor_dynamic_shapes 3/7 ... [2025-09-07 07:54:01.977630] 2025-09-07T07:54:01.9781843Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:54:01.9783750Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_dynamic_shapes.py', '-m', 'not serial', '--shard-id=3', '--num-shards=7', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:54:01.978022] 2025-09-07T07:54:55.2450682Z 2025-09-07T07:54:55.2452254Z inductor/test_torchinductor_codegen_dynamic_shapes 6/6 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_codegen_dynamic_shapes_6.6_de5315b9a4ef0702_.log 2025-09-07T07:54:55.2574493Z Running 289 items in this shard: test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_AllenaiLongformerBase_repro_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test__dyn_quant_pack_4bit_weight_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test__unsafe_masked_index_put_accumulate_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_adaptive_avg_pool2d_low_prec_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_adaptive_max_pool2d3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_add_complex4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_add_const_int_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_adding_tensor_offsets_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_any_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_aoti_eager_support_str_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_argmax_argmin1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_argmax_argmin2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_as_strided_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool2d6_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bitwise_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bmm1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bool_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_broadcast_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int16_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int64_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int8_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_uint8_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_buffer_batch_norm_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_buffer_use_after_remove_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_builtins_round_float_ndigits_neg_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_extern_kernel_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_unbacked_legacy_empty_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cauchy_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_clamp_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_clone_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_complex_fallback_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_concat_add_inplace_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_consecutive_split_cumsum_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_constant_pad_1d_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_conv_inference_heuristics_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_convolution2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_convolution3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cumprod_zero_dim_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cumsum_inf_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cumsum_zero_dim_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_op_3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_op_fixed_layout_channels_last_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_scan_op_compiled_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_scan_op_multi_input_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dense_mask_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div_prim_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_bfloat16_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_bfloat16_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_bfloat16_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float16_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float16_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float16_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float32_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float64_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int16_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int32_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int64_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int8_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_uint8_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_uint8_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_uint8_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_embedding_sparse_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_erfc_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fallback_mutable_op_with_return_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fft_real_input_real_output_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_flip_cat_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_forced_buffer_realize_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fusing_write_into_disjoint_read_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_glu_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_graph_partition_arange2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_graph_partition_both_scalars_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_graph_partition_constant_tensor1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_hardsigmoid_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_propagation_floordiv_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_propagation_nested_indirect_indexing_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_put1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_put3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_put_fallback2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_tensor_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_inf_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_inplace_activations_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_inplace_mixed_dtype_ops_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_inplace_resize_as_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_input_mutation4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_isinf_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_large_broadcast_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_large_grid_use_block_ptr_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_large_strided_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_large_tensor_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_leaky_relu_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_like_rands2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_log_fp64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_logcumsumexp_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_low_memory_max_pool_dilation_2_dim_3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mark_dynamic_with_hint_override_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d6_dilation_1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d_with_indices_backward6_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_min_max_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_multi_device_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mutable_custom_op_fixed_layout2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_nan_sort_stable_True_descending_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_neg_max_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_new_ones_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_nll_loss_backward_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_one_hot_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_bessel_y0_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_erfc_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_gammaincc_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_i0e_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_scaled_modified_bessel_k1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_prepare_softmax_with_fast_math_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_reduction5_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_reduction_config_limit_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_relu_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_remainder_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_remove_no_ops_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_remove_noop_view_default_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_repeat_as_strided_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_repeat_interleave_Tensor_decomp_int64_nd_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_resize_as_dynamic_shapes_cpu, 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test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_hermite_polynomial_h_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_scaled_modified_bessel_k0_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_shifted_chebyshev_polynomial_t_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pointwise_shifted_chebyshev_polynomial_v_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pow3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_pow_int_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_rand_like_deterministic_dynamic_shapes_cuda, 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test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sgn_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_single_elem_indirect_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_size_asserts_for_multi_output_fallback_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_slice3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_slice_mutation2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_slice_mutation3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_slice_scatter2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_slice_scatter_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sort_bool_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_split_cumsum_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_split_failed_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_split_with_integer_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_squeeze1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_squeeze2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_sum1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_tmp_not_defined_issue2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_to_dtype_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_transpose_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_uint4x2_mixed_mm_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unbacked_floordiv_simplify_errors_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unfold_zero_dimension_tensor_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unroll_small_reduction_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unsqueeze_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_upsample_nearest2d_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_var_mean_tile_reduction_False_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_vectorized_ops_masked_var_novec_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_view_as_real_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_view_on_aliased_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_views2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_views3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_views7_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_zero_dim_reductions_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_zeros_dynamic_shapes_cuda 2025-09-07T07:54:55.2687823Z 2025-09-07T07:54:58.3506334Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:54:58.3507682Z import pkg_resources 2025-09-07T07:54:58.6828382Z Running export/test_torchbind 1/1 ... [2025-09-07 07:54:58.682377] 2025-09-07T07:54:58.6829013Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:54:58.6830148Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_torchbind.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:54:58.682705] 2025-09-07T07:55:23.6490420Z 2025-09-07T07:55:23.6491360Z export/test_torchbind 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_torchbind_1.1_0e5eb970c6189da6_.log 2025-09-07T07:55:23.6522654Z Running 90 items in this shard: test/export/test_torchbind.py::TestExportTorchbind::test_aot_export_tensor_queue_operators, test/export/test_torchbind.py::TestExportTorchbind::test_attribute_as_custom_op_argument_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_attribute_as_custom_op_argument_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_attribute_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_attribute_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_list_out_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_list_out_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_tuple_out_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_tuple_out_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_unbacked_symint_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_unbacked_symint_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_deepcopy, test/export/test_torchbind.py::TestExportTorchbind::test_export_inplace_custom_op, test/export/test_torchbind.py::TestExportTorchbind::test_identifying_torchbind_ops, test/export/test_torchbind.py::TestExportTorchbind::test_input_as_custom_op_argument_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_input_as_custom_op_argument_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_input_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_input_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_schema_checking_script_object, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_methods_fakify_internal_states_make_fx_tracing_mode_fake, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_methods_fakify_internal_states_make_fx_tracing_mode_symbolic, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_methods_make_fx_tracing_mode_fake, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_methods_make_fx_tracing_mode_symbolic, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_operators_fallthrough_via_lib_impl, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_operators_fallthrough_via_py_impl, test/export/test_torchbind.py::TestExportTorchbind::test_method_schema, test/export/test_torchbind.py::TestExportTorchbind::test_non_strict_export_methods, test/export/test_torchbind.py::TestExportTorchbind::test_none_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_none_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_safe_to_trace_with_real, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_alias_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_alias_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_input_and_alias_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_input_and_alias_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_op_fallthrough_keys_respects_lib_impl, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_op_register_fallthrough, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_register_attr_at_runtime_error, test/export/test_torchbind.py::TestExportTorchbind::test_unlift_custom_obj_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_unlift_custom_obj_pre_dispatch_True, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_body_aliasing_contents_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_body_aliasing_contents_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_body_aliasing_contents_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_input_aliasing_contents_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_input_aliasing_contents_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_input_aliasing_contents_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_non_fakified_method_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_non_fakified_method_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_non_fakified_method_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_script_obj_missing_attr_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_script_obj_missing_attr_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_script_obj_setattr_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_script_obj_setattr_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_global_obj_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_global_obj_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_global_obj_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_as_hop_input_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_as_hop_input_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_as_hop_input_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_attributes_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_attributes_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_attributes_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_closure_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_closure_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_closure_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_graph_breaks, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_with_autocast_device_cpu_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_with_autocast_device_cpu_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_with_autocast_device_cpu_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_with_autocast_device_cuda_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_with_autocast_device_cuda_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_with_autocast_device_cuda_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_automatic_dynamic_shape, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_guards_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_guards_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_guards_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_tensor_op_in_tensor_flatten_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_tensor_op_in_tensor_flatten_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_tensor_op_in_tensor_flatten_backend_inductor, test/export/test_torchbind.py::TestCompileTorchbind::test_export_obj_torchbind_op_with_autocast_device_cpu, test/export/test_torchbind.py::TestCompileTorchbind::test_export_obj_torchbind_op_with_autocast_device_cuda, test/export/test_torchbind.py::TestRegisterFakeClass::test_register_fake_class_from_real_not_classmethod, test/export/test_torchbind.py::TestRegisterFakeClass::test_register_fake_class_no_from_real, test/export/test_torchbind.py::TestRegisterFakeClass::test_register_fake_class_no_torch_bind_class, test/export/test_torchbind.py::TestRegisterFakeClass::test_register_fake_class_valid 2025-09-07T07:55:23.6548746Z 2025-09-07T07:55:26.8107766Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:55:26.8108871Z import pkg_resources 2025-09-07T07:55:27.1598790Z Running inductor/test_cudagraph_trees_expandable_segments 1/1 ... [2025-09-07 07:55:27.159420] 2025-09-07T07:55:27.1599556Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:55:27.1601690Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cudagraph_trees_expandable_segments.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:55:27.159859] 2025-09-07T07:57:50.9450444Z 2025-09-07T07:57:50.9451819Z PRINTING LOG FILE of inductor/test_cudagraph_trees_expandable_segments 1/1 (test/test-reports/inductor.test_cudagraph_trees_expandable_segments_1.1_62ea094f8989cd85_.log) 2025-09-07T07:57:50.9454510Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:57:50.9455866Z import pkg_resources 2025-09-07T07:57:50.9456711Z Downloading https://ossci-metrics.s3.amazonaws.com/disabled-tests-condensed.json to ./.pytorch-disabled-tests.json 2025-09-07T07:57:50.9457871Z Test results will be stored in test-reports/python-pytest/inductor.test_cudagraph_trees_expandable_segments/inductor.test_cudagraph_trees_expandable_segments-95e875ca74028338.xml 2025-09-07T07:57:50.9458629Z ============================= test session starts ============================== 2025-09-07T07:57:50.9459050Z platform linux -- Python 3.10.18, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.10/bin/python 2025-09-07T07:57:50.9459417Z cachedir: .pytest_cache 2025-09-07T07:57:50.9459849Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-09-07T07:57:50.9460323Z rootdir: /var/lib/jenkins/workspace 2025-09-07T07:57:50.9460543Z configfile: pytest.ini 2025-09-07T07:57:50.9460985Z plugins: hypothesis-5.35.1, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, subtests-0.13.1, xdist-3.3.1, xdoctest-1.1.0, typeguard-4.3.0 2025-09-07T07:57:50.9461568Z collecting ... collected 145 items 2025-09-07T07:57:50.9461842Z stepcurrent: Cannot find last run test, not skipping 2025-09-07T07:57:50.9510913Z Running 145 items in this shard: test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_accumulate_grad, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_accumulate_multiple_recordings, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_alias_of_parameter, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_aliased_output_checkpoint, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_aliased_static_parameter, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_aliased_storage_single_weakref, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_aliasing_static_ref, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_amp_cache_disabled, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_backward_gets_cached_cudagraphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_cache_hit_forward_miss_backward, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_cached_boxed_forward_device_index, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_cached_forward_backward, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_checkpoint_shared_output_storage_deallocation, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_checkpointing_resets_persistent_refs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_cleanup, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_compiled_autograd_static_input_params, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_constant_output, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_conv_benchmark, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_cpp_wrapper, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_cudagraph_capture_sizes, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_cudagraph_capture_sizes1, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_cudagraph_capture_sizes2, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_cudagraph_or_error, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_dynamic_backward, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_dynamic_warmup, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_empty_cpu_tensor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_empty_storage, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_end_recording_early, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_error_on_dealloc_use, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_error_on_dealloc_use2, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_execution_into_recording, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_expanded_inputs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_fallback_to_eager_if_recompiling_too_many_times, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_fallback_to_eager_if_recompiling_too_many_times_due_to_cudagraph_managed_tensor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_fallback_to_eager_if_recompiling_too_many_times_warn_only_once, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_forward_backward, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_forward_backward_not_called_backend_cudagraphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_forward_backward_not_called_backend_inductor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_forward_generation, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_forward_with_skipped_cudagraphed_backward, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_frozen_fn, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_function_compiled_multiple_times, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_buffer_reuse, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_condition_op, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_cpu_only, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_cpu_op_and_dynamic_shapes, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar1, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar2, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar3, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar4, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar_device_put, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar_multiple, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar_mutation, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_cpu_tensor_symints, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_custom_op, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_custom_op_dynamoc_shapes, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_custom_op_mutation, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_custom_op_no_split, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_dynamic_scalar_inputs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_dynamic_shapes, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_foreach_op, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_forward_backward, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_forward_backward_not_called, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_forward_with_skipped_cudagraphed_backward, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_fused_scheduler_node, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_gc, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_item, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_log_message, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_multiple_devices_msg, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_reduce_overhead_mode_effectiveness, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_reorder_cpu_and_gpu, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_reorder_cpu_and_gpu_interleave, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_reorder_custom_op_with_no_dependency, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_reorder_custom_op_with_no_dependency1, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_simple, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_symint, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_symint_cat_backward, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_symint_from_mutation_index, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_symint_from_nested_indirect_indexing, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_unbacked_symint, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_unbacked_symint_multi_output_layout, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_item, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_nonzero, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_nonzero_backend, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_nonzero_graph_breaks, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_index_put, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_live_outputs_multiple_graphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_manager_per_device, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mark_step, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_meta_tensor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_child_node, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_custom_module, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_custom_module_buffer, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_parent_node, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_single_compile_builtin_module, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_single_compile_builtin_module_buffers, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_single_compile_param_inputs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multinomial, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multiple_devices_msg_backend_cudagraphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multiple_devices_msg_backend_inductor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multiple_insert_removal_caching, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_backend_cudagraphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_backend_inductor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_only_once_backend_cudagraphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_only_once_backend_inductor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_backend_cudagraphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_backend_inductor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_config_backend_cudagraphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_config_backend_inductor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_on_inp_backend_cudagraphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_on_inp_backend_inductor, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_reinplaced, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_no_rerecord_with_mark_static_address, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_not_fallback_to_eager_if_have_not_recompiling_too_many_times, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_output_alias, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_peristed_output_livenes, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_remove_hooks_on_cached_tensors, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_rerecord_if_static_input_address_changed, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_rng_non_trees, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_rng_trees, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_run_simple, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_separate_recordings, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_side_stream_memory_allocation, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_single_stream_use, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_skip_cpp_wrapper, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_skip_cudagraph_unsafe_ops, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_skip_if_dynamic_shape_limit_reached1, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_skip_if_dynamic_shape_limit_reached2, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_skip_symbolic, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_sparsity, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_static_inputs_address_mutation_log, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_storage_access_error, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_tensor_constant_mutation, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_tensor_dies_between_checkpoint, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_tensor_no_longer_in_pool, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_unaligned_static_input_no_cudagraphs, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_unaligned_static_input_non_trees, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_unaligned_static_input_trees, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_unaligned_static_parameter, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_unstable_ptr, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_warmup_stream_sync, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_warn_on_pending_backward, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_warn_once_if_dynamic_shape_limit_reached, test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_workspace_allocation_error 2025-09-07T07:57:50.9571953Z 2025-09-07T07:57:50.9572407Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_accumulate_grad <- test/inductor/test_cudagraph_trees.py PASSED [1.4939s] [ 0%] 2025-09-07T07:57:50.9573378Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_accumulate_multiple_recordings <- test/inductor/test_cudagraph_trees.py PASSED [3.5357s] [ 1%] 2025-09-07T07:57:50.9574324Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_alias_of_parameter <- test/inductor/test_cudagraph_trees.py PASSED [0.6991s] [ 2%] 2025-09-07T07:57:50.9575262Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_aliased_output_checkpoint <- test/inductor/test_cudagraph_trees.py PASSED [0.2127s] [ 2%] 2025-09-07T07:57:50.9576196Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_aliased_static_parameter <- test/inductor/test_cudagraph_trees.py PASSED [0.2089s] [ 3%] 2025-09-07T07:57:50.9577136Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_aliased_storage_single_weakref <- test/inductor/test_cudagraph_trees.py PASSED [0.6859s] [ 4%] 2025-09-07T07:57:50.9578337Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_aliasing_static_ref <- test/inductor/test_cudagraph_trees.py W0907 07:55:39.695000 174870 site-packages/torch/_inductor/utils.py:1554] [0/0] Not enough SMs to use max_autotune_gemm mode 2025-09-07T07:57:50.9579193Z PASSED [0.5366s] [ 4%] 2025-09-07T07:57:50.9579721Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_amp_cache_disabled <- test/inductor/test_cudagraph_trees.py PASSED [0.7879s] [ 5%] 2025-09-07T07:57:50.9580651Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_backward_gets_cached_cudagraphs <- test/inductor/test_cudagraph_trees.py PASSED [1.4519s] [ 6%] 2025-09-07T07:57:50.9581610Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_cache_hit_forward_miss_backward <- test/inductor/test_cudagraph_trees.py PASSED [1.6456s] [ 6%] 2025-09-07T07:57:50.9582659Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_cached_boxed_forward_device_index <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0003s] (requires multiple cuda devices) [ 7%] 2025-09-07T07:57:50.9583812Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_cached_forward_backward <- test/inductor/test_cudagraph_trees.py PASSED [1.2957s] [ 8%] 2025-09-07T07:57:50.9584861Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_checkpoint_shared_output_storage_deallocation <- test/inductor/test_cudagraph_trees.py PASSED [0.2244s] [ 8%] 2025-09-07T07:57:50.9585889Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_checkpointing_resets_persistent_refs <- test/inductor/test_cudagraph_trees.py PASSED [0.4028s] [ 9%] 2025-09-07T07:57:50.9586842Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_cleanup <- test/inductor/test_cudagraph_trees.py PASSED [0.7407s] [ 10%] 2025-09-07T07:57:50.9587759Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_compiled_autograd_static_input_params <- test/inductor/test_cudagraph_trees.py PASSED [0.8697s] [ 11%] 2025-09-07T07:57:50.9588742Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_constant_output <- test/inductor/test_cudagraph_trees.py PASSED [0.7063s] [ 11%] 2025-09-07T07:57:50.9589620Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_conv_benchmark <- test/inductor/test_cudagraph_trees.py PASSED [0.6002s] [ 12%] 2025-09-07T07:57:50.9590495Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_cpp_wrapper <- test/inductor/test_cudagraph_trees.py PASSED [1.6609s] [ 13%] 2025-09-07T07:57:50.9591385Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_cudagraph_capture_sizes <- test/inductor/test_cudagraph_trees.py PASSED [1.5805s] [ 13%] 2025-09-07T07:57:50.9592308Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_cudagraph_capture_sizes1 <- test/inductor/test_cudagraph_trees.py PASSED [1.4124s] [ 14%] 2025-09-07T07:57:50.9593241Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_cudagraph_capture_sizes2 <- test/inductor/test_cudagraph_trees.py PASSED [1.3931s] [ 15%] 2025-09-07T07:57:50.9594985Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_cudagraph_or_error <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0007s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/162125 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 15%] 2025-09-07T07:57:50.9596674Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_dynamic_backward <- test/inductor/test_cudagraph_trees.py PASSED [2.2253s] [ 16%] 2025-09-07T07:57:50.9597608Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_dynamic_warmup <- test/inductor/test_cudagraph_trees.py ('RERUN', {'yellow': True}) [0.2660s] [ 17%] 2025-09-07T07:57:50.9598590Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_dynamic_warmup <- test/inductor/test_cudagraph_trees.py ('RERUN', {'yellow': True}) [0.2445s] [ 17%] 2025-09-07T07:57:50.9599517Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_dynamic_warmup <- test/inductor/test_cudagraph_trees.py FAILED [0.2310s] [ 17%] 2025-09-07T07:57:50.9599998Z 2025-09-07T07:57:50.9600092Z ==================================== RERUNS ==================================== 2025-09-07T07:57:50.9600424Z ____________________ CudaGraphTreeTests.test_dynamic_warmup ____________________ 2025-09-07T07:57:50.9600727Z Traceback (most recent call last): 2025-09-07T07:57:50.9601145Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 1898, in test_dynamic_warmup 2025-09-07T07:57:50.9601581Z self.assertEqual(COUNTER, 2) 2025-09-07T07:57:50.9602048Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_dynamo/test_case.py", line 111, in assertEqual 2025-09-07T07:57:50.9602539Z return super().assertEqual(x, y, *args, **kwargs) 2025-09-07T07:57:50.9603062Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 4179, in assertEqual 2025-09-07T07:57:50.9603579Z raise error_metas.pop()[0].to_error( # type: ignore[index] 2025-09-07T07:57:50.9603887Z AssertionError: Scalars are not equal! 2025-09-07T07:57:50.9604043Z 2025-09-07T07:57:50.9604116Z Expected 2 but got 3. 2025-09-07T07:57:50.9604288Z Absolute difference: 1 2025-09-07T07:57:50.9604469Z Relative difference: 0.5 2025-09-07T07:57:50.9604593Z 2025-09-07T07:57:50.9604723Z To execute this test, run the following from the base repo dir: 2025-09-07T07:57:50.9605142Z python test/inductor/test_cudagraph_trees.py CudaGraphTreeTests.test_dynamic_warmup 2025-09-07T07:57:50.9605474Z 2025-09-07T07:57:50.9605646Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-09-07T07:57:50.9606041Z ____________________ CudaGraphTreeTests.test_dynamic_warmup ____________________ 2025-09-07T07:57:50.9606460Z Traceback (most recent call last): 2025-09-07T07:57:50.9606881Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 1898, in test_dynamic_warmup 2025-09-07T07:57:50.9607311Z self.assertEqual(COUNTER, 2) 2025-09-07T07:57:50.9607727Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_dynamo/test_case.py", line 111, in assertEqual 2025-09-07T07:57:50.9608171Z return super().assertEqual(x, y, *args, **kwargs) 2025-09-07T07:57:50.9608662Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 4179, in assertEqual 2025-09-07T07:57:50.9609178Z raise error_metas.pop()[0].to_error( # type: ignore[index] 2025-09-07T07:57:50.9609469Z AssertionError: Scalars are not equal! 2025-09-07T07:57:50.9609617Z 2025-09-07T07:57:50.9609685Z Expected 2 but got 3. 2025-09-07T07:57:50.9610219Z Absolute difference: 1 2025-09-07T07:57:50.9610544Z Relative difference: 0.5 2025-09-07T07:57:50.9610664Z 2025-09-07T07:57:50.9610807Z To execute this test, run the following from the base repo dir: 2025-09-07T07:57:50.9611233Z python test/inductor/test_cudagraph_trees.py CudaGraphTreeTests.test_dynamic_warmup 2025-09-07T07:57:50.9611517Z 2025-09-07T07:57:50.9611678Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-09-07T07:57:50.9612014Z =================================== FAILURES =================================== 2025-09-07T07:57:50.9612341Z ____________________ CudaGraphTreeTests.test_dynamic_warmup ____________________ 2025-09-07T07:57:50.9612650Z Traceback (most recent call last): 2025-09-07T07:57:50.9613064Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 1898, in test_dynamic_warmup 2025-09-07T07:57:50.9613506Z self.assertEqual(COUNTER, 2) 2025-09-07T07:57:50.9613921Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_dynamo/test_case.py", line 111, in assertEqual 2025-09-07T07:57:50.9614393Z return super().assertEqual(x, y, *args, **kwargs) 2025-09-07T07:57:50.9614886Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 4179, in assertEqual 2025-09-07T07:57:50.9615407Z raise error_metas.pop()[0].to_error( # type: ignore[index] 2025-09-07T07:57:50.9615695Z AssertionError: Scalars are not equal! 2025-09-07T07:57:50.9615861Z 2025-09-07T07:57:50.9615971Z Expected 2 but got 3. 2025-09-07T07:57:50.9616283Z Absolute difference: 1 2025-09-07T07:57:50.9616484Z Relative difference: 0.5 2025-09-07T07:57:50.9616610Z 2025-09-07T07:57:50.9616737Z To execute this test, run the following from the base repo dir: 2025-09-07T07:57:50.9617146Z python test/inductor/test_cudagraph_trees.py CudaGraphTreeTests.test_dynamic_warmup 2025-09-07T07:57:50.9617444Z 2025-09-07T07:57:50.9617608Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-09-07T07:57:50.9618634Z - generated xml file: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_cudagraph_trees_expandable_segments/inductor.test_cudagraph_trees_expandable_segments-95e875ca74028338.xml - 2025-09-07T07:57:50.9619461Z =========================== short test summary info ============================ 2025-09-07T07:57:50.9620039Z FAILED [0.2310s] inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_dynamic_warmup - AssertionError: Scalars are not equal! 2025-09-07T07:57:50.9620508Z 2025-09-07T07:57:50.9620585Z Expected 2 but got 3. 2025-09-07T07:57:50.9620762Z Absolute difference: 1 2025-09-07T07:57:50.9620941Z Relative difference: 0.5 2025-09-07T07:57:50.9621055Z 2025-09-07T07:57:50.9621182Z To execute this test, run the following from the base repo dir: 2025-09-07T07:57:50.9621598Z python test/inductor/test_cudagraph_trees.py CudaGraphTreeTests.test_dynamic_warmup 2025-09-07T07:57:50.9621951Z 2025-09-07T07:57:50.9622120Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-09-07T07:57:50.9622470Z !!!!!!!!!!!!!!!!!!!!!!!!!! stopping after 1 failures !!!!!!!!!!!!!!!!!!!!!!!!!!! 2025-09-07T07:57:50.9622790Z ============== 1 failed, 22 passed, 2 skipped, 2 rerun in 25.18s =============== 2025-09-07T07:57:50.9623052Z Got exit code 1 2025-09-07T07:57:50.9623219Z Retrying single test... 2025-09-07T07:57:50.9624199Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:57:50.9625193Z import pkg_resources 2025-09-07T07:57:50.9625620Z Downloading https://ossci-metrics.s3.amazonaws.com/disabled-tests-condensed.json to ./.pytorch-disabled-tests.json 2025-09-07T07:57:50.9626480Z Test results will be stored in test-reports/python-pytest/inductor.test_cudagraph_trees_expandable_segments/inductor.test_cudagraph_trees_expandable_segments-e077dbac8a1937b3.xml 2025-09-07T07:57:50.9627139Z ============================= test session starts ============================== 2025-09-07T07:57:50.9627531Z platform linux -- Python 3.10.18, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.10/bin/python 2025-09-07T07:57:50.9627890Z cachedir: .pytest_cache 2025-09-07T07:57:50.9628310Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-09-07T07:57:50.9628766Z rootdir: /var/lib/jenkins/workspace 2025-09-07T07:57:50.9628980Z configfile: pytest.ini 2025-09-07T07:57:50.9629426Z plugins: hypothesis-5.35.1, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, subtests-0.13.1, xdist-3.3.1, xdoctest-1.1.0, typeguard-4.3.0 2025-09-07T07:57:50.9629955Z collecting ... collected 145 items / 144 deselected / 1 selected 2025-09-07T07:57:50.9630561Z stepcurrent: skipping 24 already run items. Running only test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_dynamic_warmup 2025-09-07T07:57:50.9631112Z Running 1 items in this shard 2025-09-07T07:57:50.9631246Z 2025-09-07T07:57:50.9631651Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_dynamic_warmup <- test/inductor/test_cudagraph_trees.py PASSED [0.2187s] [100%] 2025-09-07T07:57:50.9632135Z 2025-09-07T07:57:50.9632711Z - generated xml file: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_cudagraph_trees_expandable_segments/inductor.test_cudagraph_trees_expandable_segments-e077dbac8a1937b3.xml - 2025-09-07T07:57:50.9633476Z ====================== 1 passed, 144 deselected in 0.24s ======================= 2025-09-07T07:57:50.9633733Z Got exit code 0 2025-09-07T07:57:50.9633977Z Test succeeeded in new process, continuing with the rest of the tests 2025-09-07T07:57:50.9635154Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:57:50.9636181Z import pkg_resources 2025-09-07T07:57:50.9636606Z Downloading https://ossci-metrics.s3.amazonaws.com/disabled-tests-condensed.json to ./.pytorch-disabled-tests.json 2025-09-07T07:57:50.9637474Z Test results will be stored in test-reports/python-pytest/inductor.test_cudagraph_trees_expandable_segments/inductor.test_cudagraph_trees_expandable_segments-f12c5a04a2aa340f.xml 2025-09-07T07:57:50.9638130Z ============================= test session starts ============================== 2025-09-07T07:57:50.9638526Z platform linux -- Python 3.10.18, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.10/bin/python 2025-09-07T07:57:50.9638931Z cachedir: .pytest_cache 2025-09-07T07:57:50.9639349Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-09-07T07:57:50.9639811Z rootdir: /var/lib/jenkins/workspace 2025-09-07T07:57:50.9640018Z configfile: pytest.ini 2025-09-07T07:57:50.9640449Z plugins: hypothesis-5.35.1, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, subtests-0.13.1, xdist-3.3.1, xdoctest-1.1.0, typeguard-4.3.0 2025-09-07T07:57:50.9640981Z collecting ... collected 145 items / 25 deselected / 120 selected 2025-09-07T07:57:50.9641286Z stepcurrent: skipping 25 already run items. 2025-09-07T07:57:50.9641513Z Running 120 items in this shard 2025-09-07T07:57:50.9641645Z 2025-09-07T07:57:50.9642861Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_empty_cpu_tensor <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0009s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/156735 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 0%] 2025-09-07T07:57:50.9645325Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_empty_storage <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0007s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/156755 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 1%] 2025-09-07T07:57:50.9647921Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_end_recording_early <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0005s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/156778 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 2%] 2025-09-07T07:57:50.9650383Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_error_on_dealloc_use <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/156801 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 3%] 2025-09-07T07:57:50.9652843Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_error_on_dealloc_use2 <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/156808 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 4%] 2025-09-07T07:57:50.9655411Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_execution_into_recording <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/156838 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 5%] 2025-09-07T07:57:50.9657972Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_expanded_inputs <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/156886 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 5%] 2025-09-07T07:57:50.9660547Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_fallback_to_eager_if_recompiling_too_many_times <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/130749 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 6%] 2025-09-07T07:57:50.9663267Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_fallback_to_eager_if_recompiling_too_many_times_due_to_cudagraph_managed_tensor <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/156922 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 7%] 2025-09-07T07:57:50.9665998Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_fallback_to_eager_if_recompiling_too_many_times_warn_only_once <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/156954 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 8%] 2025-09-07T07:57:50.9668573Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_forward_backward <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/156957 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 9%] 2025-09-07T07:57:50.9671121Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_forward_backward_not_called_backend_cudagraphs <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/156984 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 10%] 2025-09-07T07:57:50.9673780Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_forward_backward_not_called_backend_inductor <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0006s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157035 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 10%] 2025-09-07T07:57:50.9676361Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_forward_generation <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157058 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 11%] 2025-09-07T07:57:50.9678947Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_forward_with_skipped_cudagraphed_backward <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157086 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 12%] 2025-09-07T07:57:50.9681499Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_frozen_fn <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0004s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157112 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 13%] 2025-09-07T07:57:50.9683988Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_function_compiled_multiple_times <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0005s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157143 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 14%] 2025-09-07T07:57:50.9686586Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0005s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157173 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 15%] 2025-09-07T07:57:50.9688560Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_buffer_reuse <- test/inductor/test_cudagraph_trees.py W0907 07:56:13.908000 178760 site-packages/torch/_inductor/utils.py:1554] [0/0] Not enough SMs to use max_autotune_gemm mode 2025-09-07T07:57:50.9689585Z W0907 07:56:13.910000 178760 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:57:50.9690136Z W0907 07:56:13.912000 178760 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:57:50.9690670Z W0907 07:56:13.914000 178760 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:57:50.9691202Z W0907 07:56:13.915000 178760 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:57:50.9691575Z PASSED [2.2321s] [ 15%] 2025-09-07T07:57:50.9692132Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_condition_op <- test/inductor/test_cudagraph_trees.py PASSED [3.1319s] [ 16%] 2025-09-07T07:57:50.9693066Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_cpu_only <- test/inductor/test_cudagraph_trees.py PASSED [1.4075s] [ 17%] 2025-09-07T07:57:50.9694939Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_cpu_op_and_dynamic_shapes <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0007s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157258 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 18%] 2025-09-07T07:57:50.9697537Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar1 <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0005s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157280 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 19%] 2025-09-07T07:57:50.9700085Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar2 <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0005s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157312 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 20%] 2025-09-07T07:57:50.9702605Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar3 <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0005s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157339 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 20%] 2025-09-07T07:57:50.9705147Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar4 <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0005s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/157350 for platform(s) linux, rocm, slow. If you're seeing this on your local machine and would like to enable this test, please make sure CI is not set and you are not using the flag --import-disabled-tests.) [ 21%] 2025-09-07T07:57:50.9707121Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar_device_put <- test/inductor/test_cudagraph_trees.py W0907 07:56:19.550000 178760 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:57:50.9708109Z W0907 07:56:19.551000 178760 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:57:50.9708486Z PASSED [0.7515s] [ 22%] 2025-09-07T07:57:50.9709281Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar_multiple <- test/inductor/test_cudagraph_trees.py W0907 07:56:20.309000 178760 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:57:50.9710665Z PASSED [0.8473s] [ 23%] 2025-09-07T07:57:50.9711469Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar_mutation <- test/inductor/test_cudagraph_trees.py W0907 07:56:21.151000 178760 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:57:50.9712467Z W0907 07:56:21.154000 178760 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:57:50.9712848Z PASSED [0.7737s] [ 24%] 2025-09-07T07:57:50.9713418Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_cpu_tensor_symints <- test/inductor/test_cudagraph_trees.py PASSED [3.5101s] [ 25%] 2025-09-07T07:57:50.9714475Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_custom_op <- test/inductor/test_cudagraph_trees.py PASSED [0.8952s] [ 25%] 2025-09-07T07:57:50.9715533Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_custom_op_dynamoc_shapes <- test/inductor/test_cudagraph_trees.py PASSED [2.0511s] [ 26%] 2025-09-07T07:57:50.9716597Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_custom_op_mutation <- test/inductor/test_cudagraph_trees.py PASSED [0.4398s] [ 27%] 2025-09-07T07:57:50.9717570Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_custom_op_no_split <- test/inductor/test_cudagraph_trees.py PASSED [1.5512s] [ 28%] 2025-09-07T07:57:50.9718789Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_dynamic_scalar_inputs <- test/inductor/test_cudagraph_trees.py W0907 07:56:30.487000 178760 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:57:50.9719838Z W0907 07:56:30.488000 178760 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:57:50.9720374Z W0907 07:56:31.138000 178760 site-packages/torch/_inductor/utils.py:2298] [0/1] DeviceCopy in input program 2025-09-07T07:57:50.9720899Z W0907 07:56:31.139000 178760 site-packages/torch/_inductor/utils.py:2298] [0/1] DeviceCopy in input program 2025-09-07T07:57:50.9721267Z PASSED [1.1839s] [ 29%] 2025-09-07T07:57:50.9721817Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_dynamic_shapes <- test/inductor/test_cudagraph_trees.py PASSED [1.4323s] [ 30%] 2025-09-07T07:57:50.9722763Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_foreach_op <- test/inductor/test_cudagraph_trees.py PASSED [0.4292s] [ 30%] 2025-09-07T07:57:50.9723937Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_forward_backward <- test/inductor/test_cudagraph_trees.py W0907 07:56:33.500000 178760 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:57:50.9724907Z W0907 07:56:33.504000 178760 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:57:50.9725284Z PASSED [1.0939s] [ 31%] 2025-09-07T07:57:50.9725875Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_forward_backward_not_called <- test/inductor/test_cudagraph_trees.py PASSED [0.6669s] [ 32%] 2025-09-07T07:57:50.9727055Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_forward_with_skipped_cudagraphed_backward <- test/inductor/test_cudagraph_trees.py PASSED [0.5266s] [ 33%] 2025-09-07T07:57:50.9728104Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_fused_scheduler_node <- test/inductor/test_cudagraph_trees.py PASSED [0.4242s] [ 34%] 2025-09-07T07:57:50.9729047Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_gc <- test/inductor/test_cudagraph_trees.py PASSED [0.6165s] [ 35%] 2025-09-07T07:57:50.9729949Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_item <- test/inductor/test_cudagraph_trees.py PASSED [0.4030s] [ 35%] 2025-09-07T07:57:50.9730863Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_log_message <- test/inductor/test_cudagraph_trees.py PASSED [0.7930s] [ 36%] 2025-09-07T07:57:50.9731925Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_multiple_devices_msg <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0002s] (requires multiple cuda devices) [ 37%] 2025-09-07T07:57:50.9733274Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_reduce_overhead_mode_effectiveness <- test/inductor/test_cudagraph_trees.py W0907 07:56:37.988000 178760 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:57:50.9734398Z W0907 07:56:37.989000 178760 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:57:50.9734822Z PASSED [0.8128s] [ 38%] 2025-09-07T07:57:50.9735389Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_reorder_cpu_and_gpu <- test/inductor/test_cudagraph_trees.py PASSED [0.8675s] [ 39%] 2025-09-07T07:57:50.9736615Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_reorder_cpu_and_gpu_interleave <- test/inductor/test_cudagraph_trees.py W0907 07:56:39.719000 178760 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:57:50.9737468Z PASSED [0.9367s] [ 40%] 2025-09-07T07:57:50.9738077Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_reorder_custom_op_with_no_dependency <- test/inductor/test_cudagraph_trees.py PASSED [1.6753s] [ 40%] 2025-09-07T07:57:50.9739214Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_reorder_custom_op_with_no_dependency1 <- test/inductor/test_cudagraph_trees.py PASSED [1.6497s] [ 41%] 2025-09-07T07:57:50.9740442Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_simple <- test/inductor/test_cudagraph_trees.py W0907 07:56:43.937000 178760 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:57:50.9741388Z W0907 07:56:43.938000 178760 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:57:50.9741756Z PASSED [0.8873s] [ 42%] 2025-09-07T07:57:50.9742497Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_symint <- test/inductor/test_cudagraph_trees.py W0907 07:56:44.827000 178760 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:57:50.9743456Z W0907 07:56:44.828000 178760 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:57:50.9743992Z W0907 07:56:45.527000 178760 site-packages/torch/_inductor/utils.py:2298] [0/1] DeviceCopy in input program 2025-09-07T07:57:50.9744531Z W0907 07:56:45.528000 178760 site-packages/torch/_inductor/utils.py:2298] [0/1] DeviceCopy in input program 2025-09-07T07:57:50.9744903Z PASSED [2.5342s] [ 43%] 2025-09-07T07:57:50.9745465Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_symint_cat_backward <- test/inductor/test_cudagraph_trees.py PASSED [1.9160s] [ 44%] 2025-09-07T07:57:50.9746478Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_symint_from_mutation_index <- test/inductor/test_cudagraph_trees.py PASSED [2.5059s] [ 45%] 2025-09-07T07:57:50.9747542Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_symint_from_nested_indirect_indexing <- test/inductor/test_cudagraph_trees.py PASSED [1.3913s] [ 45%] 2025-09-07T07:57:50.9748786Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_unbacked_symint <- test/inductor/test_cudagraph_trees.py W0907 07:56:53.220000 178760 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:57:50.9749764Z W0907 07:56:53.222000 178760 site-packages/torch/_inductor/utils.py:2298] [0/0] DeviceCopy in input program 2025-09-07T07:57:50.9750139Z PASSED [0.8870s] [ 46%] 2025-09-07T07:57:50.9750741Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_graph_partition_unbacked_symint_multi_output_layout <- test/inductor/test_cudagraph_trees.py PASSED [0.8725s] [ 47%] 2025-09-07T07:57:50.9751770Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_item <- test/inductor/test_cudagraph_trees.py PASSED [0.3243s] [ 48%] 2025-09-07T07:57:50.9752803Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_nonzero <- test/inductor/test_cudagraph_trees.py PASSED [0.3646s] [ 49%] 2025-09-07T07:57:50.9753884Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_nonzero_backend <- test/inductor/test_cudagraph_trees.py PASSED [0.3210s] [ 50%] 2025-09-07T07:57:50.9754971Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_nonzero_graph_breaks <- test/inductor/test_cudagraph_trees.py PASSED [1.4635s] [ 50%] 2025-09-07T07:57:50.9755923Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_index_put <- test/inductor/test_cudagraph_trees.py PASSED [0.4663s] [ 51%] 2025-09-07T07:57:50.9756815Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_live_outputs_multiple_graphs <- test/inductor/test_cudagraph_trees.py PASSED [0.7771s] [ 52%] 2025-09-07T07:57:50.9757905Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_manager_per_device <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0003s] (requires multiple cuda devices) [ 53%] 2025-09-07T07:57:50.9758863Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mark_step <- test/inductor/test_cudagraph_trees.py PASSED [0.4374s] [ 54%] 2025-09-07T07:57:50.9759712Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_meta_tensor <- test/inductor/test_cudagraph_trees.py PASSED [0.4336s] [ 55%] 2025-09-07T07:57:50.9760599Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_child_node <- test/inductor/test_cudagraph_trees.py PASSED [0.7015s] [ 55%] 2025-09-07T07:57:50.9761533Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_custom_module <- test/inductor/test_cudagraph_trees.py PASSED [0.5174s] [ 56%] 2025-09-07T07:57:50.9762499Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_custom_module_buffer <- test/inductor/test_cudagraph_trees.py PASSED [0.5968s] [ 57%] 2025-09-07T07:57:50.9763451Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_parent_node <- test/inductor/test_cudagraph_trees.py PASSED [0.7141s] [ 58%] 2025-09-07T07:57:50.9764435Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_single_compile_builtin_module <- test/inductor/test_cudagraph_trees.py PASSED [0.5613s] [ 59%] 2025-09-07T07:57:50.9765493Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_single_compile_builtin_module_buffers <- test/inductor/test_cudagraph_trees.py PASSED [0.8248s] [ 60%] 2025-09-07T07:57:50.9766646Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multi_dispatch_single_compile_param_inputs <- test/inductor/test_cudagraph_trees.py PASSED [0.5148s] [ 60%] 2025-09-07T07:57:50.9767613Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multinomial <- test/inductor/test_cudagraph_trees.py PASSED [0.3537s] [ 61%] 2025-09-07T07:57:50.9768648Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multiple_devices_msg_backend_cudagraphs <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0002s] (requires multiple cuda devices) [ 62%] 2025-09-07T07:57:50.9769836Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multiple_devices_msg_backend_inductor <- test/inductor/test_cudagraph_trees.py SKIPPED [0.0002s] (requires multiple cuda devices) [ 63%] 2025-09-07T07:57:50.9770905Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_multiple_insert_removal_caching <- test/inductor/test_cudagraph_trees.py PASSED [0.2559s] [ 64%] 2025-09-07T07:57:50.9771939Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_backend_cudagraphs <- test/inductor/test_cudagraph_trees.py PASSED [0.3487s] [ 65%] 2025-09-07T07:57:50.9773128Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_backend_inductor <- test/inductor/test_cudagraph_trees.py PASSED [0.5791s] [ 65%] 2025-09-07T07:57:50.9774294Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_only_once_backend_cudagraphs <- test/inductor/test_cudagraph_trees.py PASSED [0.3485s] [ 66%] 2025-09-07T07:57:50.9775445Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_only_once_backend_inductor <- test/inductor/test_cudagraph_trees.py PASSED [0.6343s] [ 67%] 2025-09-07T07:57:50.9776564Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_backend_cudagraphs <- test/inductor/test_cudagraph_trees.py PASSED [0.3532s] [ 68%] 2025-09-07T07:57:50.9777705Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_backend_inductor <- test/inductor/test_cudagraph_trees.py PASSED [0.5934s] [ 69%] 2025-09-07T07:57:50.9778812Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_config_backend_cudagraphs <- test/inductor/test_cudagraph_trees.py PASSED [0.3500s] [ 70%] 2025-09-07T07:57:50.9779932Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_config_backend_inductor <- test/inductor/test_cudagraph_trees.py PASSED [0.5733s] [ 70%] 2025-09-07T07:57:50.9780971Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_on_inp_backend_cudagraphs <- test/inductor/test_cudagraph_trees.py PASSED [0.3551s] [ 71%] 2025-09-07T07:57:50.9781941Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_on_inp_backend_inductor <- test/inductor/test_cudagraph_trees.py PASSED [0.6126s] [ 72%] 2025-09-07T07:57:50.9782889Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_mutation_reinplaced <- test/inductor/test_cudagraph_trees.py PASSED [0.4653s] [ 73%] 2025-09-07T07:57:50.9783836Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_no_rerecord_with_mark_static_address <- test/inductor/test_cudagraph_trees.py PASSED [0.7086s] [ 74%] 2025-09-07T07:57:50.9784873Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_not_fallback_to_eager_if_have_not_recompiling_too_many_times <- test/inductor/test_cudagraph_trees.py PASSED [0.5163s] [ 75%] 2025-09-07T07:57:50.9785857Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_output_alias <- test/inductor/test_cudagraph_trees.py PASSED [0.2602s] [ 75%] 2025-09-07T07:57:50.9786763Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_peristed_output_livenes <- test/inductor/test_cudagraph_trees.py PASSED [0.4142s] [ 76%] 2025-09-07T07:57:50.9787699Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_remove_hooks_on_cached_tensors <- test/inductor/test_cudagraph_trees.py PASSED [0.4570s] [ 77%] 2025-09-07T07:57:50.9788675Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_rerecord_if_static_input_address_changed <- test/inductor/test_cudagraph_trees.py PASSED [0.5187s] [ 78%] 2025-09-07T07:57:50.9789607Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_rng_non_trees <- test/inductor/test_cudagraph_trees.py PASSED [0.3255s] [ 79%] 2025-09-07T07:57:50.9790457Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_rng_trees <- test/inductor/test_cudagraph_trees.py PASSED [0.3255s] [ 80%] 2025-09-07T07:57:50.9791303Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_run_simple <- test/inductor/test_cudagraph_trees.py PASSED [1.5180s] [ 80%] 2025-09-07T07:57:50.9792271Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_separate_recordings <- test/inductor/test_cudagraph_trees.py PASSED [1.5586s] [ 81%] 2025-09-07T07:57:50.9793236Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_side_stream_memory_allocation <- test/inductor/test_cudagraph_trees.py PASSED [0.2645s] [ 82%] 2025-09-07T07:57:50.9794148Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_single_stream_use <- test/inductor/test_cudagraph_trees.py PASSED [0.6042s] [ 83%] 2025-09-07T07:57:50.9795026Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_skip_cpp_wrapper <- test/inductor/test_cudagraph_trees.py PASSED [1.7006s] [ 84%] 2025-09-07T07:57:50.9795935Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_skip_cudagraph_unsafe_ops <- test/inductor/test_cudagraph_trees.py PASSED [0.4953s] [ 85%] 2025-09-07T07:57:50.9796933Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_skip_if_dynamic_shape_limit_reached1 <- test/inductor/test_cudagraph_trees.py PASSED [1.6265s] [ 85%] 2025-09-07T07:57:50.9797912Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_skip_if_dynamic_shape_limit_reached2 <- test/inductor/test_cudagraph_trees.py PASSED [7.7254s] [ 86%] 2025-09-07T07:57:50.9798833Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_skip_symbolic <- test/inductor/test_cudagraph_trees.py PASSED [1.3102s] [ 87%] 2025-09-07T07:57:50.9799681Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_sparsity <- test/inductor/test_cudagraph_trees.py PASSED [0.3793s] [ 88%] 2025-09-07T07:57:50.9800602Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_static_inputs_address_mutation_log <- test/inductor/test_cudagraph_trees.py PASSED [0.5590s] [ 89%] 2025-09-07T07:57:50.9801544Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_storage_access_error <- test/inductor/test_cudagraph_trees.py PASSED [0.2873s] [ 90%] 2025-09-07T07:57:50.9802457Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_tensor_constant_mutation <- test/inductor/test_cudagraph_trees.py PASSED [0.4851s] [ 90%] 2025-09-07T07:57:50.9803395Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_tensor_dies_between_checkpoint <- test/inductor/test_cudagraph_trees.py PASSED [0.2905s] [ 91%] 2025-09-07T07:57:50.9804325Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_tensor_no_longer_in_pool <- test/inductor/test_cudagraph_trees.py PASSED [0.2911s] [ 92%] 2025-09-07T07:57:50.9805266Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_unaligned_static_input_no_cudagraphs <- test/inductor/test_cudagraph_trees.py PASSED [0.3966s] [ 93%] 2025-09-07T07:57:50.9806335Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_unaligned_static_input_non_trees <- test/inductor/test_cudagraph_trees.py PASSED [0.3908s] [ 94%] 2025-09-07T07:57:50.9807303Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_unaligned_static_input_trees <- test/inductor/test_cudagraph_trees.py PASSED [0.4037s] [ 95%] 2025-09-07T07:57:50.9808247Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_unaligned_static_parameter <- test/inductor/test_cudagraph_trees.py PASSED [0.2919s] [ 95%] 2025-09-07T07:57:50.9809146Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_unstable_ptr <- test/inductor/test_cudagraph_trees.py PASSED [0.4095s] [ 96%] 2025-09-07T07:57:50.9810474Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_warmup_stream_sync <- test/inductor/test_cudagraph_trees.py PASSED [1.9958s] [ 97%] 2025-09-07T07:57:50.9811434Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_warn_on_pending_backward <- test/inductor/test_cudagraph_trees.py PASSED [0.4730s] [ 98%] 2025-09-07T07:57:50.9812546Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_warn_once_if_dynamic_shape_limit_reached <- test/inductor/test_cudagraph_trees.py PASSED [1.6968s] [ 99%] 2025-09-07T07:57:50.9813594Z inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_workspace_allocation_error <- test/inductor/test_cudagraph_trees.py PASSED [10.0209s] [100%] 2025-09-07T07:57:50.9814118Z 2025-09-07T07:57:50.9814694Z - generated xml file: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_cudagraph_trees_expandable_segments/inductor.test_cudagraph_trees_expandable_segments-f12c5a04a2aa340f.xml - 2025-09-07T07:57:50.9815478Z =========== 93 passed, 27 skipped, 25 deselected in 95.85s (0:01:35) =========== 2025-09-07T07:57:50.9816131Z The following tests failed and then succeeded when run in a new process['test/inductor/test_cudagraph_trees_expandable_segments.py::CudaGraphTreeTests::test_dynamic_warmup'] 2025-09-07T07:57:50.9816694Z 2025-09-07T07:57:50.9817166Z FINISHED PRINTING LOG FILE of inductor/test_cudagraph_trees_expandable_segments 1/1 (test/test-reports/inductor.test_cudagraph_trees_expandable_segments_1.1_62ea094f8989cd85_.log) 2025-09-07T07:57:50.9817706Z 2025-09-07T07:57:54.1169838Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:57:54.1170969Z import pkg_resources 2025-09-07T07:57:54.4590110Z Running test_nestedtensor 1/3 ... [2025-09-07 07:57:54.458574] 2025-09-07T07:57:54.4590716Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:57:54.4591985Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_nestedtensor.py', '-m', 'not serial', '--shard-id=1', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:57:54.458931] 2025-09-07T07:58:22.6657413Z 2025-09-07T07:58:22.6658778Z inductor/test_compiled_optimizers 2/3 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compiled_optimizers_2.3_0ca58af078087d6d_.log 2025-09-07T07:58:22.6742998Z Running 232 items in this shard: test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_S429861, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_rho_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_rho_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_initial_accumulator_value_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_lr_decay_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_amsgrad_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_maximize_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_maximize_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_amsgrad_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_amsgrad_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_amsgrad_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_amsgrad_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_lambd_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_recompile_default, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_recompile_foreach, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_recompile_single, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_t0_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_maximize_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_compile_time_smoketest, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_get_value_on_static_address, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_decoupled_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_capturable_weight_decay_decoupled_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_capturable_weight_decay_decoupled_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_eps_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_eps_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_maximize_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_maximize_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_momentum_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_momentum_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_etas_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_dampening_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_dampening_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_nesterov_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_nesterov_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_static_address_finalizer, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_ASGD_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adadelta_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_AdamW_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adam_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_LBFGS_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_NAdam_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_SGD_use_closure_True_cuda_float32 2025-09-07T07:58:22.6823996Z 2025-09-07T07:58:25.8655012Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:58:25.8656377Z import pkg_resources 2025-09-07T07:58:26.2153856Z Running inductor/test_padding 1/1 ... [2025-09-07 07:58:26.214943] 2025-09-07T07:58:26.2154402Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:58:26.2155787Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_padding.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:58:26.215300] 2025-09-07T07:59:20.7424433Z 2025-09-07T07:59:20.7425511Z inductor/test_padding 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_padding_1.1_f4c6a7d2c8ff758d_.log 2025-09-07T07:59:20.7442638Z Running 54 items in this shard: test/inductor/test_padding.py::PerfTestBetweenGoodAndBadShape::test_BertForMaskedLM, test/inductor/test_padding.py::PerfTestBetweenGoodAndBadShape::test_LinearAndSoftmax_both_shapes, test/inductor/test_padding.py::PerfTestBetweenGoodAndBadShape::test_nobias_LinearAndSoftmax_both_shapes, test/inductor/test_padding.py::PerfTestWithAndWithoutPadding::test_longformer, test/inductor/test_padding.py::PerfTestWithAndWithoutPadding::test_longformer_small_bs, test/inductor/test_padding.py::PerfTestWithAndWithoutPadding::test_nvidia_deeprecommender, test/inductor/test_padding.py::PaddingTest::test_LinearAndSoftmax_codegen, test/inductor/test_padding.py::PaddingTest::test_attention, test/inductor/test_padding.py::PaddingTest::test_cat, test/inductor/test_padding.py::PaddingTest::test_conv, test/inductor/test_padding.py::PaddingTest::test_dynamic_shape_padding_shape0_alignment_bytes_32_enable_pad_False, test/inductor/test_padding.py::PaddingTest::test_dynamic_shape_padding_shape1_alignment_bytes_32_enable_pad_True, test/inductor/test_padding.py::PaddingTest::test_dynamic_shape_padding_shape2_alignment_bytes_64_enable_pad_False, test/inductor/test_padding.py::PaddingTest::test_dynamic_shape_padding_shape3_alignment_bytes_64_enable_pad_True, test/inductor/test_padding.py::PaddingTest::test_dynamic_shape_padding_shape4_alignment_bytes_32_enable_pad_False, test/inductor/test_padding.py::PaddingTest::test_dynamic_shape_padding_shape5_alignment_bytes_32_enable_pad_True, test/inductor/test_padding.py::PaddingTest::test_dynamic_shape_padding_shape6_alignment_bytes_64_enable_pad_False, test/inductor/test_padding.py::PaddingTest::test_dynamic_shape_padding_shape7_alignment_bytes_64_enable_pad_True, test/inductor/test_padding.py::PaddingTest::test_matmul, test/inductor/test_padding.py::PaddingTest::test_mm_padding_perf, test/inductor/test_padding.py::PaddingTest::test_noop_concat_output_padding_shape0_alignment_bytes_32_pad_output_False, test/inductor/test_padding.py::PaddingTest::test_noop_concat_output_padding_shape1_alignment_bytes_32_pad_output_True, test/inductor/test_padding.py::PaddingTest::test_noop_concat_output_padding_shape2_alignment_bytes_64_pad_output_False, test/inductor/test_padding.py::PaddingTest::test_noop_concat_output_padding_shape3_alignment_bytes_64_pad_output_True, test/inductor/test_padding.py::PaddingTest::test_outer_dynamic_shape_padding_shape0_alignment_bytes_32_enable_pad_False, test/inductor/test_padding.py::PaddingTest::test_outer_dynamic_shape_padding_shape1_alignment_bytes_32_enable_pad_True, test/inductor/test_padding.py::PaddingTest::test_outer_dynamic_shape_padding_shape2_alignment_bytes_64_enable_pad_False, test/inductor/test_padding.py::PaddingTest::test_outer_dynamic_shape_padding_shape3_alignment_bytes_64_enable_pad_True, test/inductor/test_padding.py::PaddingTest::test_outer_dynamic_shape_padding_shape4_alignment_bytes_32_enable_pad_False, test/inductor/test_padding.py::PaddingTest::test_outer_dynamic_shape_padding_shape5_alignment_bytes_32_enable_pad_True, test/inductor/test_padding.py::PaddingTest::test_outer_dynamic_shape_padding_shape6_alignment_bytes_64_enable_pad_False, test/inductor/test_padding.py::PaddingTest::test_outer_dynamic_shape_padding_shape7_alignment_bytes_64_enable_pad_True, test/inductor/test_padding.py::PaddingTest::test_pad_3d_tensor, test/inductor/test_padding.py::PaddingTest::test_pad_channels_last, test/inductor/test_padding.py::PaddingTest::test_pad_outputs_alignment_bytes_128_shape0_float16, test/inductor/test_padding.py::PaddingTest::test_pad_outputs_alignment_bytes_128_shape0_float32, test/inductor/test_padding.py::PaddingTest::test_pad_outputs_alignment_bytes_128_shape1_float16, test/inductor/test_padding.py::PaddingTest::test_pad_outputs_alignment_bytes_128_shape1_float32, test/inductor/test_padding.py::PaddingTest::test_pad_outputs_alignment_bytes_32_shape0_float16, test/inductor/test_padding.py::PaddingTest::test_pad_outputs_alignment_bytes_32_shape0_float32, test/inductor/test_padding.py::PaddingTest::test_pad_outputs_alignment_bytes_32_shape1_float16, test/inductor/test_padding.py::PaddingTest::test_pad_outputs_alignment_bytes_32_shape1_float32, test/inductor/test_padding.py::PaddingTest::test_pad_strides, test/inductor/test_padding.py::PaddingTest::test_pad_strides_skip, test/inductor/test_padding.py::PaddingTest::test_padmm, test/inductor/test_padding.py::PaddingTest::test_perm_outer_dynamic_shape_padding_shape0_perm0_alignment_bytes_32_enable_pad_False, test/inductor/test_padding.py::PaddingTest::test_perm_outer_dynamic_shape_padding_shape1_perm1_alignment_bytes_32_enable_pad_True, test/inductor/test_padding.py::PaddingTest::test_perm_outer_dynamic_shape_padding_shape2_perm2_alignment_bytes_64_enable_pad_True, test/inductor/test_padding.py::PaddingTest::test_perm_outer_dynamic_shape_padding_shape3_perm3_alignment_bytes_64_enable_pad_False, test/inductor/test_padding.py::PaddingTest::test_perm_outer_dynamic_shape_padding_shape4_perm4_alignment_bytes_32_enable_pad_False, test/inductor/test_padding.py::PaddingTest::test_perm_outer_dynamic_shape_padding_shape5_perm5_alignment_bytes_32_enable_pad_True, test/inductor/test_padding.py::PaddingTest::test_perm_outer_dynamic_shape_padding_shape6_perm6_alignment_bytes_64_enable_pad_True, test/inductor/test_padding.py::PaddingTest::test_perm_outer_dynamic_shape_padding_shape7_perm7_alignment_bytes_64_enable_pad_False, test/inductor/test_padding.py::PaddingTest::test_view 2025-09-07T07:59:20.7457925Z 2025-09-07T07:59:23.8099844Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T07:59:23.8102253Z import pkg_resources 2025-09-07T07:59:24.1361249Z Running inductor/test_torchbind 1/1 ... [2025-09-07 07:59:24.135643] 2025-09-07T07:59:24.1361910Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T07:59:24.1363402Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchbind.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 07:59:24.136020] 2025-09-07T08:00:02.5257312Z 2025-09-07T08:00:02.5258542Z inductor/test_torchbind 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchbind_1.1_43817c698d708851_.log 2025-09-07T08:00:02.5266541Z Running 16 items in this shard: test/inductor/test_torchbind.py::TestTorchbind::test_aoti_torchbind_name_collision, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_aot_compile, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_aot_compile_constant_folding, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_aoti, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_compile, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_compile_gpu_op_symint_graph_partition, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_compile_symint, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_config_not_generated, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_get_buf_bytes, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_hop_schema, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_hop_schema_no_input, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_hop_schema_no_output, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_inductor, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_input_aot_compile, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_list_return_aot_compile, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_queue 2025-09-07T08:00:02.5274016Z 2025-09-07T08:00:05.6587197Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:00:05.6588590Z import pkg_resources 2025-09-07T08:00:05.9876927Z Running dynamo/test_logging 1/1 ... [2025-09-07 08:00:05.987244] 2025-09-07T08:00:05.9877478Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:00:05.9879081Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_logging.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:00:05.987614] 2025-09-07T08:00:37.0141026Z 2025-09-07T08:00:37.0144189Z dynamo/test_logging 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_logging_1.1_578a3b276dcd5026_.log 2025-09-07T08:00:37.0161445Z Running 51 items in this shard: test/dynamo/test_logging.py::LoggingTests::test_all, test/dynamo/test_logging.py::LoggingTests::test_aot, test/dynamo/test_logging.py::LoggingTests::test_aot_graphs, test/dynamo/test_logging.py::LoggingTests::test_aot_joint_graph, test/dynamo/test_logging.py::LoggingTests::test_autotuning, test/dynamo/test_logging.py::LoggingTests::test_bytecode, test/dynamo/test_logging.py::LoggingTests::test_cudagraph_static_inputs, test/dynamo/test_logging.py::LoggingTests::test_cudagraphs, test/dynamo/test_logging.py::LoggingTests::test_custom_format, test/dynamo/test_logging.py::LoggingTests::test_custom_format_exc, test/dynamo/test_logging.py::LoggingTests::test_ddp_graphs, test/dynamo/test_logging.py::LoggingTests::test_default_logging, test/dynamo/test_logging.py::LoggingTests::test_distributed_rank_logging, test/dynamo/test_logging.py::LoggingTests::test_dump_compile_times, test/dynamo/test_logging.py::LoggingTests::test_dynamo_debug, test/dynamo/test_logging.py::LoggingTests::test_dynamo_debug_default_off_artifacts, test/dynamo/test_logging.py::LoggingTests::test_dynamo_error, test/dynamo/test_logging.py::LoggingTests::test_dynamo_info, test/dynamo/test_logging.py::LoggingTests::test_fusion, test/dynamo/test_logging.py::LoggingTests::test_graph_breaks, test/dynamo/test_logging.py::LoggingTests::test_graph_region_expansion, test/dynamo/test_logging.py::LoggingTests::test_guards_polyfill_sloc, test/dynamo/test_logging.py::LoggingTests::test_guards_recompiles, test/dynamo/test_logging.py::LoggingTests::test_guards_sloc, test/dynamo/test_logging.py::LoggingTests::test_guards_sloc_vr, test/dynamo/test_logging.py::LoggingTests::test_hierarchical_compile, test/dynamo/test_logging.py::LoggingTests::test_inductor_debug, test/dynamo/test_logging.py::LoggingTests::test_inductor_error, test/dynamo/test_logging.py::LoggingTests::test_inductor_info, test/dynamo/test_logging.py::LoggingTests::test_invalid_artifact_flag, test/dynamo/test_logging.py::LoggingTests::test_invalid_artifact_flag_error_msg, test/dynamo/test_logging.py::LoggingTests::test_kernel_code, test/dynamo/test_logging.py::LoggingTests::test_log_traced_frames, test/dynamo/test_logging.py::LoggingTests::test_logs_out, test/dynamo/test_logging.py::LoggingTests::test_multiline_format, test/dynamo/test_logging.py::LoggingTests::test_open_registration, test/dynamo/test_logging.py::LoggingTests::test_open_registration_python_api, test/dynamo/test_logging.py::LoggingTests::test_open_registration_with_registered_parent, test/dynamo/test_logging.py::LoggingTests::test_optimizer_non_static_param, test/dynamo/test_logging.py::LoggingTests::test_output_code, test/dynamo/test_logging.py::LoggingTests::test_recompiles, test/dynamo/test_logging.py::LoggingTests::test_schedule, test/dynamo/test_logging.py::LoggingTests::test_trace_call, test/dynamo/test_logging.py::LoggingTests::test_trace_call_graph_break, test/dynamo/test_logging.py::LoggingTests::test_trace_call_inline_call, test/dynamo/test_logging.py::LoggingTests::test_trace_call_prefix, test/dynamo/test_logging.py::LoggingTests::test_trace_source_cond, test/dynamo/test_logging.py::LoggingTests::test_trace_source_funcname, test/dynamo/test_logging.py::LoggingTests::test_trace_source_if_stmt, test/dynamo/test_logging.py::LoggingTests::test_trace_source_nested, test/dynamo/test_logging.py::LoggingTests::test_trace_source_simple 2025-09-07T08:00:37.0179714Z 2025-09-07T08:00:40.1811413Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:00:40.1812743Z import pkg_resources 2025-09-07T08:00:40.5130214Z Running dynamo/test_aot_autograd_cache 1/1 ... [2025-09-07 08:00:40.512569] 2025-09-07T08:00:40.5130697Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:00:40.5132799Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_aot_autograd_cache.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:00:40.512967] 2025-09-07T08:03:14.2298929Z 2025-09-07T08:03:14.2299730Z dynamo/test_aot_autograd_cache 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_aot_autograd_cache_1.1_07da0069737edbc1_.log 2025-09-07T08:03:14.2332477Z Running 102 items in this shard: test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_aot_runtime_trace_joint, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_autograd_function, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_autograd_guard_single_entry_device_cuda_bfloat16, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_autograd_guard_single_entry_device_cuda_float16, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_autograd_inductor_guards_device_cuda_bfloat16_requires_grad_False, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_autograd_inductor_guards_device_cuda_bfloat16_requires_grad_True, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_autograd_inductor_guards_device_cuda_float16_requires_grad_False, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_autograd_inductor_guards_device_cuda_float16_requires_grad_True, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_autograd_lazy_backward, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_autograd_no_dynamo_trace_backward, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_basic, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_cache_hot_load_device_cpu_bfloat16_dynamic_False, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_cache_hot_load_device_cpu_bfloat16_dynamic_True, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_cache_hot_load_device_cpu_float32_dynamic_False, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_cache_hot_load_device_cpu_float32_dynamic_True, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_cache_hot_load_device_cuda_bfloat16_dynamic_False, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_cache_hot_load_device_cuda_bfloat16_dynamic_True, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_cache_hot_load_device_cuda_float32_dynamic_False, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_cache_hot_load_device_cuda_float32_dynamic_True, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_cache_lazy_backward_for_compiled_autograd, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_clear_fx_graph_cache, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_compiled_autograd_bypass, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_constant_tensor_device_guards, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_custom_autograd_function, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_custom_autograd_function_miss, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_custom_autograd_function_with_custom_triton_kernel, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_custom_autograd_function_with_custom_triton_kernel_cache_invalidation, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_dynamic_shapes_different_sizes, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_fx_graph_cache_off, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_inference_graph_cache_hit_with_compiled_autograd_enabled, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_invoke_subgraph, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_multi_graph_specialization, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_multiple_compile_triton_kernels, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_nn_module_with_params_global_constant, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_non_bundled_to_bundled_config_change, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_saved_tensors_hooks_autograd_cache, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_saved_tensors_hooks_autograd_cache_symbolic, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_symbol_specialization, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_triton_op_cache_invalidation, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_triton_op_cache_multiple_ops_invalidation, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_unsafe_mark_cacheable_fn_select_allow_in_graph, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_unsafe_mark_cacheable_fn_select_tag_activation_checkpoint, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_view_replay_bypass, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheTests::test_vmap, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_aot_runtime_trace_joint, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_autograd_function, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_autograd_guard_single_entry_device_cuda_bfloat16, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_autograd_guard_single_entry_device_cuda_float16, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_autograd_inductor_guards_device_cuda_bfloat16_requires_grad_False, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_autograd_inductor_guards_device_cuda_bfloat16_requires_grad_True, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_autograd_inductor_guards_device_cuda_float16_requires_grad_False, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_autograd_inductor_guards_device_cuda_float16_requires_grad_True, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_autograd_lazy_backward, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_autograd_no_dynamo_trace_backward, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_basic, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_cache_hot_load_device_cpu_bfloat16_dynamic_False, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_cache_hot_load_device_cpu_bfloat16_dynamic_True, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_cache_hot_load_device_cpu_float32_dynamic_False, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_cache_hot_load_device_cpu_float32_dynamic_True, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_cache_hot_load_device_cuda_bfloat16_dynamic_False, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_cache_hot_load_device_cuda_bfloat16_dynamic_True, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_cache_hot_load_device_cuda_float32_dynamic_False, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_cache_hot_load_device_cuda_float32_dynamic_True, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_cache_lazy_backward_for_compiled_autograd, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_clear_fx_graph_cache, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_compiled_autograd_bypass, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_constant_tensor_device_guards, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_custom_autograd_function, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_custom_autograd_function_miss, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_custom_autograd_function_with_custom_triton_kernel, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_custom_autograd_function_with_custom_triton_kernel_cache_invalidation, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_dynamic_shapes_different_sizes, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_fx_graph_cache_off, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_inference_graph_cache_hit_with_compiled_autograd_enabled, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_invoke_subgraph, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_multi_graph_specialization, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_multiple_compile_triton_kernels, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_nn_module_with_params_global_constant, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_non_bundled_to_bundled_config_change, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_saved_tensors_hooks_autograd_cache, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_saved_tensors_hooks_autograd_cache_symbolic, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_symbol_specialization, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_triton_op_cache_invalidation, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_triton_op_cache_multiple_ops_invalidation, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_unsafe_mark_cacheable_fn_select_allow_in_graph, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_unsafe_mark_cacheable_fn_select_tag_activation_checkpoint, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_view_replay_bypass, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCacheBundledTests::test_vmap, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_basic_hash_key, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_different_configs, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_different_global_configs, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_different_graphs, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_different_inputs, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_freezing, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_identical_graphs_and_configs, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_incompatible_function, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_nn_module_with_params, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_normal_torch_function, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_private_builtin, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_private_namespace, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_safe_torchfunction, test/dynamo/test_aot_autograd_cache.py::AOTAutogradCachePicklerTests::test_sanitize_gm_for_cache 2025-09-07T08:03:14.2364393Z 2025-09-07T08:03:17.3414880Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:03:17.3416348Z import pkg_resources 2025-09-07T08:03:17.6762814Z Running dynamo/test_activation_checkpointing 1/1 ... [2025-09-07 08:03:17.675883] 2025-09-07T08:03:17.6763574Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:03:17.6766021Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_activation_checkpointing.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:03:17.676280] 2025-09-07T08:03:49.1536947Z 2025-09-07T08:03:49.1537928Z dynamo/test_activation_checkpointing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_activation_checkpointing_1.1_ce235533d49e7baa_.log 2025-09-07T08:03:49.1552663Z Running 32 items in this shard: test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_autocast_flash_attention_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_custom_rule_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_inplace_op_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_invalid_context_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_list_ops_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_must_not_recompute_gemm_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_must_recompute_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_outplace_op_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_parametrization_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_partial_ctx_fn_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_random_op_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_tensor_subclass_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_triton_kernel_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_distributed_utils_checkpoint_wrapper_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_dynamo_does_not_trace_getattr_as_top_frame_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_error_msg_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_fallback_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_kwargs_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_list_inputs_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_pattern_matcher_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_symints_location_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_decomps_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_dropout_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_function_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_function_via_global_checkpoint_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_function_with_kwargs_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_module_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_multiple_checkpoints_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_must_save_tensor_that_has_backward_hook_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_rand_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_recomputed_rand_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_sequential_layers_cuda 2025-09-07T08:03:49.1565229Z 2025-09-07T08:03:52.3560473Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:03:52.3562155Z import pkg_resources 2025-09-07T08:03:52.7001739Z Running inductor/test_cpu_repro 1/3 ... [2025-09-07 08:03:52.699724] 2025-09-07T08:03:52.7002199Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:03:52.7004762Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cpu_repro.py', '-m', 'not serial', '--shard-id=1', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:03:52.700135] 2025-09-07T08:04:37.1228284Z 2025-09-07T08:04:37.1229352Z inductor/test_torchinductor_dynamic_shapes 3/7 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_dynamic_shapes_3.7_03c54177874a27ae_.log 2025-09-07T08:04:37.1316525Z Running 242 items in this shard: test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_AllenaiLongformerBase_repro_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_abs_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_avg_pool1d_argmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_avg_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_avg_pool_errors_with_long_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_pool_errors_with_long_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_complex10_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_complex4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_alexnet_prefix_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_aoti_eager_with_persistent_cache_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_argmax_argmin1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_argmax_argmin3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_argmax_argmin_with_nan_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_assert_alignment_op_name_pass_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d_backward4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool3d_backward3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int32_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int8_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_nd_tiling_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_buffer_batch_norm_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_builtins_round_int_ndigits_pos_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_builtins_round_int_ndigits_zero_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_of_loops_and_extern_kernel_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_unbacked_2d_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_unbacked_legacy_empty_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_clamp_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_consecutive_split_cumsum_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_const_int32_to_float_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_constant_pad_nd_inplace_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_conv2d_backward_channels_last_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_convolution5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cos_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cummin_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cumsum_inf_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_op_unbacked_symints_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_bfloat16_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float32_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float32_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float64_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int16_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int16_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int16_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int32_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int32_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int64_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_erfc_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_erfinv_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_expanded_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_expm1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fallback_mutable_op_list_tensor_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fill1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_flip_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fuse_large_params_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fusing_write_into_disjoint_read_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_gather3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_propagation_abs_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_propagation_floordiv_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_put_reinplace_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_int8_weight_only_quant_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_issue102546_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_lerp_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_linear2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_linspace4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_logsumexp_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_low_memory_max_pool_dilation_2_dim_3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d_with_indices_backward2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d_with_indices_backward5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_multi_gpu_recompile_on_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_multilayer_prime_size_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_neg_max_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_no_specization_over_symbolic_value_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_permute2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_philox_rand_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_bessel_y0_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_chebyshev_polynomial_w_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_digamma_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_erfc_dynamic_shapes_cpu, 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test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_builtins_round_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_builtins_round_float_ndigits_pos_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_builtins_round_int_ndigits_zero_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_empty_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cat_of_loops_and_extern_kernel_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_chunk_recompiles_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_constant_pad_1d_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_constant_pad_2d_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_constant_pad_3d_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_conv3d_channels_last_use_block_ptr_False_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_convolution4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cudnn_rnn_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cumsum_pattern_matcher_issue_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_custom_op_2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_custom_op_default_layout_constraint_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_custom_scan_would_split_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_deterministic_codegen_on_graph_break_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_div6_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_div_by_zero_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dropout_trivial_1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtype_mismatch_issue_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_bfloat16_bfloat16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float16_bfloat16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float16_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float64_float32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float64_int8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int16_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int32_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int32_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_uint8_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_elu_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_embedding_dynamic_shapes_cuda, 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test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_gather3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_graph_partition_refcount_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_graph_partition_unbacked_symint_as_output_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_grid_sampler_2d_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_dynamic_shapes_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_propagation_floordiv_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_inplace_add_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_inplace_mixed_dtype_ops_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_large_broadcast_reduction_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_large_grid_use_block_ptr_True_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_linear2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_linspace4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_list_clearing_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_logcumsumexp_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_low_memory_max_pool_dilation_1_dim_2_dynamic_shapes_cuda, 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test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_bessel_j0_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_bessel_y1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_erf_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_exp2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_log1p_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_log_ndtr_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_multigammaln_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_scaled_modified_bessel_k1_dynamic_shapes_cuda, 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test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_replication_pad_errors_with_bool_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_resize_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_round_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_rsqrt_dynamic_shapes_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scaled_dot_product_efficient_attention_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scatter2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scatter3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scatter_reduce3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_signbit_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sort_bool_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_cumsum_low_prec_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_reduction_dynamic_shape_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_reduction_with_int64_size_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sum3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sum_int_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_tensor1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_to_dtype_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_transposed_propagates_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_uint_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_upsample_nearest3d_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_where_with_logical_op_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_arange_dynamic_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_float_item_neginf_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_math_ops_op4_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_math_ops_op7_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_nonzero_size_factory_nobreak_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_shape_as_constant_reciprocal_float_exp_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_sym_stride_lowering_cuda 2025-09-07T08:04:37.1398053Z 2025-09-07T08:04:40.3245335Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:04:40.3246878Z import pkg_resources 2025-09-07T08:04:40.6736013Z Running inductor/test_segmented_tree 1/1 ... [2025-09-07 08:04:40.673118] 2025-09-07T08:04:40.6736774Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:04:40.6740467Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_segmented_tree.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:04:40.673508] 2025-09-07T08:04:44.5461611Z 2025-09-07T08:04:44.5462846Z inductor/test_segmented_tree 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_segmented_tree_1.1_41487457dff159b2_.log 2025-09-07T08:04:44.5468950Z Running 12 items in this shard: test/inductor/test_segmented_tree.py::TestSegmentedTree::test_basic_construction, test/inductor/test_segmented_tree.py::TestSegmentedTree::test_boundary_conditions, test/inductor/test_segmented_tree.py::TestSegmentedTree::test_empty_array, test/inductor/test_segmented_tree.py::TestSegmentedTree::test_full_array_range, test/inductor/test_segmented_tree.py::TestSegmentedTree::test_invalid_ranges, test/inductor/test_segmented_tree.py::TestSegmentedTree::test_max_query_matches_naive, test/inductor/test_segmented_tree.py::TestSegmentedTree::test_multiple_operations, test/inductor/test_segmented_tree.py::TestSegmentedTree::test_out_of_bounds, test/inductor/test_segmented_tree.py::TestSegmentedTree::test_overlapping_updates, test/inductor/test_segmented_tree.py::TestSegmentedTree::test_range_update, test/inductor/test_segmented_tree.py::TestSegmentedTree::test_sequential_updates_and_queries, test/inductor/test_segmented_tree.py::TestSegmentedTree::test_single_element_ranges 2025-09-07T08:04:44.5473155Z 2025-09-07T08:04:47.5589243Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:04:47.5590598Z import pkg_resources 2025-09-07T08:04:47.8954795Z Running export/test_serdes 1/1 ... [2025-09-07 08:04:47.895053] 2025-09-07T08:04:47.8956160Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:04:47.8957216Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_serdes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:04:47.895401] 2025-09-07T08:05:51.4238930Z 2025-09-07T08:05:51.4239853Z test_nestedtensor 1/3 was successful, full logs can be found in artifacts with path test/test-reports/test_nestedtensor_1.3_c3af65593fba2f5c_.log 2025-09-07T08:05:51.4411475Z Running 514 items in this shard: test/test_nestedtensor.py::TestNestedTensor::test_2d_nested_tensor_batch_size_2_max_seq_len_5_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_2d_nested_tensor_batch_size_4_max_seq_len_3_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_batch_size_2_max_seq_len_3_vocab_size_20, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_float_batch_size_2_max_seq_len_5_vocab_size_20, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_float_batch_size_4_max_seq_len_5_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_float_batch_size_4_max_seq_len_5_vocab_size_20, test/test_nestedtensor.py::TestNestedTensor::test_copy_, test/test_nestedtensor.py::TestNestedTensor::test_default_nested_tensor, test/test_nestedtensor.py::TestNestedTensor::test_fill_, test/test_nestedtensor.py::TestNestedTensor::test_like_functions_randn_like, test/test_nestedtensor.py::TestNestedTensor::test_like_functions_zeros_like, test/test_nestedtensor.py::TestNestedTensor::test_nested_namespace, test/test_nestedtensor.py::TestNestedTensor::test_size, test/test_nestedtensor.py::TestNestedTensor::test_unbind_0, test/test_nestedtensor.py::TestNestedTensor::test_unbind_3, test/test_nestedtensor.py::TestNestedTensor::test_zero_, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_bmm_cuda_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_bmm_cuda_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_device_checks_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_dropout_jagged_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_dropout_noncontiguous_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_dropout_noncontiguous_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_dropout_strided_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_embedding_jagged_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_empty_like_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_layer_norm_breaking_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_layer_norm_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_layer_norm_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_linear_noncontiguous_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_masked_fill_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_masked_fill_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_matmul_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_matmul_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_matmul_nt_with_broadcasted_t_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_matmul_with_bmm_path_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_masked_select_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_add_transpose_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_add_transpose_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_add_transpose_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_add_transpose_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_chunk_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_chunk_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_indexing_noncontiguous_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_indexing_noncontiguous_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_mul_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_mul_in_place_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_split_with_sizes_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_split_with_sizes_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_reshape_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_reshape_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_scaled_dot_product_attention_input_dim_3_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_scaled_dot_product_attention_input_dim_4_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_serialization_requires_grad_False_weights_only_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_serialization_requires_grad_False_weights_only_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_serialization_requires_grad_False_weights_only_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_serialization_requires_grad_True_weights_only_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_softmax_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_squeeze_unsqueeze_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_dim2_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_dim4_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_dim4_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_noncontiguous_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_output_size_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_transpose_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_transpose_inference_mode_interaction_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_abs_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_cos_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_isinf_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_relu_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_silu_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_sqrt_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_tanh__cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_tanh_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_view_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_view_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_view_inference_mode_interaction_cuda_float32, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_abs_backward_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_dropout_backward_jagged_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_dropout_backward_strided_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_5d_size_128_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_5d_size_2_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_size_1023_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_size_128_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_size_256_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_size_2_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_size_4_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_masked_fill_backward_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_from_padded_fused_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_generates_leaf_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_linear_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_linear_plus_transpose_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_matmul_backward_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_to_padded_tensor_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_relu_backward_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_split_with_sizes_flow_through_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_unbind_flow_through_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_jagged_requires_grad_False_contiguous_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_jagged_requires_grad_False_contiguous_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_jagged_requires_grad_True_contiguous_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_jagged_requires_grad_True_contiguous_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_strided_requires_grad_False_contiguous_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_strided_requires_grad_True_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_1_layout_jagged_requires_grad_False_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_1_layout_jagged_requires_grad_False_contiguous_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_1_layout_jagged_requires_grad_True_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_1_layout_jagged_requires_grad_True_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_1_layout_jagged_requires_grad_True_contiguous_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_1_layout_jagged_requires_grad_True_contiguous_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_1_layout_strided_requires_grad_False_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_1_layout_strided_requires_grad_True_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_1_layout_strided_requires_grad_True_contiguous_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_jagged_requires_grad_False_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_jagged_requires_grad_False_contiguous_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_jagged_requires_grad_False_contiguous_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_jagged_requires_grad_True_contiguous_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_strided_requires_grad_False_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_strided_requires_grad_False_contiguous_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_strided_requires_grad_False_contiguous_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_strided_requires_grad_True_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_strided_requires_grad_True_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_strided_requires_grad_True_contiguous_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_jagged_requires_grad_False_contiguous_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_jagged_requires_grad_True_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_jagged_requires_grad_True_contiguous_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_jagged_requires_grad_True_contiguous_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_strided_requires_grad_False_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_strided_requires_grad_False_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_strided_requires_grad_True_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_strided_requires_grad_True_contiguous_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_jagged_requires_grad_False_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_jagged_requires_grad_False_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_jagged_requires_grad_False_contiguous_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_jagged_requires_grad_True_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_jagged_requires_grad_True_contiguous_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_strided_requires_grad_False_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_strided_requires_grad_False_contiguous_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_strided_requires_grad_True_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_strided_requires_grad_True_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_autograd_function_with_None_grad_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_binary_pointwise_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_compile_preserves_metadata_cache_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_compile_with_dynamic_max_seq_len_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_composite_op_with_custom_mode_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_device_dtype_transfer_updates_offsets_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_dummy_mha_with_nt_use_legacy_api_True_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_flex_attention_converts_stacked_seq_indices_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_flex_attention_noncontig_with_holes_True_cross_attention_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_is_contiguous_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_layout_construction_as_nested_tensor_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_layout_construction_nested_tensor_requires_grad_False_components_require_grad_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_layout_construction_nested_tensor_requires_grad_False_components_require_grad_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_layout_construction_nested_tensor_requires_grad_False_components_require_grad_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_layout_construction_nested_tensor_requires_grad_True_components_require_grad_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_layout_construction_nested_tensor_requires_grad_True_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_op_different_output_shape_dim_mean_keepdim_True_requires_grad_True_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_op_different_output_shape_dim_sum_keepdim_False_requires_grad_False_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_op_different_output_shape_dim_sum_keepdim_False_requires_grad_False_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_op_different_output_shape_dim_sum_keepdim_True_requires_grad_False_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_op_different_output_shape_dim_sum_keepdim_True_requires_grad_True_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_padded_dense_conversion_kernels_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_view_from_values_offsets_requires_grad_False_values_is_view_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_view_from_values_offsets_requires_grad_True_values_is_view_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_view_from_values_offsets_requires_grad_True_values_is_view_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_layer_norm_2d_input_requires_grad_True_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_layer_norm_operate_on_batch_dim_requires_grad_True_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_layer_norm_reduce_ragged_idx_1_requires_grad_False_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_layer_norm_reduce_ragged_idx_1_requires_grad_True_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_layer_norm_with_lengths_requires_grad_False_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_layer_norm_with_lengths_requires_grad_True_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_like_value_empty_like_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_like_value_full_like_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_like_value_randint_like_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_linear_nt_dim_3_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_nested_tensor_activation_checkpoint_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_nested_tensor_from_jagged_fx_trace_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_noncontiguous_to_noncontig_transposed_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_noncontiguous_to_noncontig_transposed_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_batch_only_different_output_shape_mean_keepdim_True_requires_grad_False_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_batch_only_different_output_shape_mean_keepdim_True_requires_grad_False_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_batch_only_different_output_shape_sum_keepdim_False_requires_grad_False_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_batch_only_different_output_shape_sum_keepdim_False_requires_grad_True_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_batch_only_different_output_shape_sum_keepdim_True_requires_grad_True_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_1_different_output_shape_mean_keepdim_False_requires_grad_False_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_1_different_output_shape_mean_keepdim_True_requires_grad_False_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_1_different_output_shape_mean_keepdim_True_requires_grad_True_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_1_different_output_shape_sum_keepdim_False_requires_grad_True_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_1_different_output_shape_sum_keepdim_True_requires_grad_False_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_1_different_output_shape_sum_keepdim_True_requires_grad_False_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_mean_transpose_offset_1_keepdim_False_requires_grad_True_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_mean_transpose_offset_1_keepdim_True_requires_grad_False_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_mean_transpose_offset_1_keepdim_True_requires_grad_False_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_mean_transpose_offset_1_keepdim_True_requires_grad_True_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_mean_transpose_offset_2_keepdim_False_requires_grad_False_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_mean_transpose_offset_2_keepdim_False_requires_grad_True_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_mean_transpose_offset_2_keepdim_True_requires_grad_False_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_mean_transpose_offset_2_keepdim_True_requires_grad_False_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_mean_transpose_offset_2_keepdim_True_requires_grad_True_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_mean_transpose_offset_2_keepdim_True_requires_grad_True_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_sum_transpose_offset_1_keepdim_False_requires_grad_False_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_sum_transpose_offset_1_keepdim_False_requires_grad_True_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_sum_transpose_offset_2_keepdim_False_requires_grad_False_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_sum_transpose_offset_2_keepdim_True_requires_grad_True_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_transpose_non_ragged_dim_different_output_shape_sum_keepdim_False_requires_grad_True_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_transpose_non_ragged_dim_different_output_shape_sum_keepdim_False_requires_grad_True_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_with_lengths_different_output_shape_mean_keepdim_False_requires_grad_True_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_with_lengths_different_output_shape_sum_keepdim_False_requires_grad_True_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_with_lengths_different_output_shape_sum_keepdim_True_requires_grad_False_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_permute_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_profiler_sequence_nr_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_record_stream_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_reshape_decomp_requires_grad_False_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_sdpa_backwards_cuda_bfloat16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_sdpa_compile_cuda_bfloat16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_sdpa_compile_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_sdpa_compile_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_sdpa_flop_counter_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_sdpa_with_constant_sequence_length_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_serialization_noncontig_transposed_weights_only_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_softmax_dim_reduce_ragged_idx_1_requires_grad_False_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_softmax_dim_reduce_ragged_idx_greater_than_1_same_output_shape_transpose_offset_1_requires_grad_True_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_softmax_dim_reduce_ragged_idx_greater_than_1_same_output_shape_transpose_offset_2_requires_grad_False_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_softmax_dim_reduce_ragged_idx_greater_than_1_same_output_shape_transpose_offset_2_requires_grad_False_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_softmax_dim_requires_grad_True_components_require_grad_False_log_softmax_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_softmax_dim_transpose_non_ragged_dim_requires_grad_False_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_softmax_dim_transpose_non_ragged_dim_requires_grad_True_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_softmax_dim_transpose_non_ragged_dim_requires_grad_True_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_softmax_reduce_batch_dim_requires_grad_False_components_require_grad_False_log_softmax_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_softmax_reduce_batch_dim_requires_grad_False_components_require_grad_False_softmax_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_split_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_sum_dim_reduce_batch_and_non_batch_keepdim_False_requires_grad_False_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_sum_dim_reduce_batch_and_non_batch_keepdim_False_requires_grad_True_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_sum_dim_reduce_batch_and_non_batch_keepdim_True_requires_grad_True_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_sum_dim_reduce_ragged_and_non_batch_keepdim_False_requires_grad_False_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_sum_dim_reduce_ragged_and_non_batch_keepdim_False_requires_grad_True_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_sum_dim_reduce_ragged_and_non_batch_keepdim_True_requires_grad_False_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_to_padded_tensor_compile_nt_dim_2_requires_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_to_padded_tensor_compile_nt_dim_3_requires_grad_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_to_padded_tensor_compile_nt_dim_4_requires_grad_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_to_padded_tensor_compile_nt_dim_4_requires_grad_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_to_padded_tensor_nt_dim_2_requires_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_to_padded_tensor_nt_dim_2_requires_grad_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_to_padded_tensor_nt_dim_3_requires_grad_False_cuda_bool, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_to_padded_tensor_nt_dim_3_requires_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_to_padded_tensor_nt_dim_3_requires_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_to_padded_tensor_nt_dim_4_requires_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_unary_pointwise_transposed_inputs_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_unbind_backward_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_unbind_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_unbind_lengths_ragged_idx_3_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_unbind_lengths_ragged_idx_equals_2_bad_dim_cuda, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward___rmul___cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward___rsub___cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_abs_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_acosh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_amin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_angle_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_bmm_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_ceil_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_chunk_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_clamp_max_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_conj_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_cos_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_erfinv_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_exp2_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_fill_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_float_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_floor_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_fmax_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_fmin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_half_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_log1p_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_log2_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_masked_mean_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_masked_var_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_nanmean_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_neg_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_nn_functional_embedding_bag_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_nn_functional_embedding_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_nn_functional_hardsigmoid_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_nn_functional_mish_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_nn_functional_rrelu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_nn_functional_tanhshrink_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_polygamma_polygamma_n_0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_polygamma_polygamma_n_3_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_positive_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_rad2deg_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_remainder_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_round_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_round_decimals_3_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_round_decimals_neg_3_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_rsub_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_sgn_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_sin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_sinh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_special_log_ndtr_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_to_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_unflatten_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_var_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_var_unbiased_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward___radd___cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward___rmod___cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward___rsub___cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_abs_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_acosh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_asin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_atan_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_bfloat16_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_bmm_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_cdouble_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_cfloat_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_chalf_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_chunk_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_complex_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_conj_physical_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_cos_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_deg2rad_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_digamma_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_div_floor_rounding_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_div_no_rounding_mode_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_double_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_erf_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_exp2_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_exp_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_fmin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_frac_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_frexp_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_half_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_linalg_vector_norm_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_log10_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_log1p_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_logit_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_masked_var_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_matmul_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nansum_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_neg_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_embedding_bag_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_embedding_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_hardshrink_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_selu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_tanhshrink_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_polygamma_polygamma_n_0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_polygamma_polygamma_n_3_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_positive_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_round_decimals_0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_rsub_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_sgn_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_sign_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_special_erfcx_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_special_i1e_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_square_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_true_divide_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_trunc_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_var_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_where_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward___rmod___cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward___rpow___cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward___rsub___cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_abs_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_acos_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_add_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_amin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_atan_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_bool_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_cdouble_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_ceil_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_conj_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_cos_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_erfc_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_float_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_fmin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_fmod_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_frac_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_ge_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_hash_tensor_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_igamma_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_isfinite_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_isinf_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_jiterator_unary_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_lgamma_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_logical_and_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_lt_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_masked_argmax_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_masked_argmin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_masked_prod_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_masked_select_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_maximum_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_min_reduction_with_dim_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_minimum_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nansum_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_ne_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nextafter_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_elu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_hardtanh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_relu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_rrelu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_selu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_softplus_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_softsign_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_tanhshrink_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_polar_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_rad2deg_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_reciprocal_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_sign_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_signbit_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_bessel_j0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_bessel_y0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_entr_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_modified_bessel_k0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_modified_bessel_k1_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_ndtr_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_shifted_chebyshev_polynomial_w_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_spherical_bessel_j0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_xlog1py_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_zeta_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_split_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_sqrt_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_squeeze_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_true_divide_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_unsqueeze_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_var_unbiased_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_abs_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_acos_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_acosh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_add_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_all_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_amax_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_amin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_angle_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_any_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_argmin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_asin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_atan_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_atanh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_bfloat16_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_bool_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_char_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_complex_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_conj_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_cosh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_eq_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_erf_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_fill_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_float_power_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_fmin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_fmod_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_ge_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_gt_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_half_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_hash_tensor_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_i0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_isclose_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_jiterator_unary_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_ldexp_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_lgamma_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_log2_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_logaddexp_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_logical_or_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_logical_xor_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_logit_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_long_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_lt_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_masked_amin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_masked_argmax_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_masked_logsumexp_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_masked_norm_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_masked_select_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_masked_var_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_maximum_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_mean_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_min_binary_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_minimum_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_mul_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_nansum_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_ne_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_nextafter_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_nn_functional_embedding_bag_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_nn_functional_embedding_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_nn_functional_linear_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_nn_functional_tanhshrink_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_nn_functional_threshold_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_polygamma_polygamma_n_0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_polygamma_polygamma_n_2_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_polygamma_polygamma_n_4_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_pow_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_remainder_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_round_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_round_decimals_3_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_select_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_short_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_signbit_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_bessel_j0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_bessel_y1_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_chebyshev_polynomial_t_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_chebyshev_polynomial_u_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_chebyshev_polynomial_w_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_entr_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_erfcx_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_hermite_polynomial_h_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_i0e_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_i1e_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_modified_bessel_k0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_ndtr_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_shifted_chebyshev_polynomial_u_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_shifted_chebyshev_polynomial_w_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_sqrt_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_square_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_sub_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_trunc_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_unsqueeze_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_var_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_xlogy_cuda_float32 2025-09-07T08:05:51.4579780Z 2025-09-07T08:05:54.5775185Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:05:54.5776528Z import pkg_resources 2025-09-07T08:05:54.9203535Z Running test_comparison_utils 1/1 ... [2025-09-07 08:05:54.919898] 2025-09-07T08:05:54.9204111Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:05:54.9205437Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_comparison_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:05:54.920262] 2025-09-07T08:05:58.4925853Z 2025-09-07T08:05:58.4926968Z test_comparison_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_comparison_utils_1.1_5d7b055a7e0e86ee_.log 2025-09-07T08:05:58.4938123Z Running 7 items in this shard: test/test_comparison_utils.py::TestComparisonUtils::test_all_equal_no_assert, test/test_comparison_utils.py::TestComparisonUtils::test_all_equal_no_assert_nones, test/test_comparison_utils.py::TestComparisonUtils::test_assert_device, test/test_comparison_utils.py::TestComparisonUtils::test_assert_dtype, test/test_comparison_utils.py::TestComparisonUtils::test_assert_layout, test/test_comparison_utils.py::TestComparisonUtils::test_assert_sizes, test/test_comparison_utils.py::TestComparisonUtils::test_assert_strides 2025-09-07T08:05:58.4939779Z 2025-09-07T08:06:01.6356057Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:06:01.6357419Z import pkg_resources 2025-09-07T08:06:01.9700280Z Running inductor/test_provenance_tracing 1/1 ... [2025-09-07 08:06:01.969576] 2025-09-07T08:06:01.9700762Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:06:01.9702279Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_provenance_tracing.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:06:01.969963] 2025-09-07T08:06:49.3424017Z 2025-09-07T08:06:49.3425413Z inductor/test_provenance_tracing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_provenance_tracing_1.1_f3cb446e021f394b_.log 2025-09-07T08:06:49.3430366Z Running 11 items in this shard: test/inductor/test_provenance_tracing.py::TestProvenanceTracingArtifact::test_triton_kernel_to_post_grad_tracing_combo_kernel, test/inductor/test_provenance_tracing.py::TestProvenanceTracingArtifact::test_triton_kernel_to_post_grad_tracing_cpu, test/inductor/test_provenance_tracing.py::TestProvenanceTracingArtifact::test_triton_kernel_to_post_grad_tracing_cuda, test/inductor/test_provenance_tracing.py::TestProvenanceTracingArtifact::test_triton_kernel_to_post_grad_tracing_extern_kernel, test/inductor/test_provenance_tracing.py::TestProvenanceTracingNodeMapping::test_create_node_mapping, test/inductor/test_provenance_tracing.py::TestProvenanceTracingNodeMeta::test_pattern_matcher_transfer_meta, test/inductor/test_provenance_tracing.py::TestProvenanceTracingStackTraces::test_cpu_extern_kernel, test/inductor/test_provenance_tracing.py::TestProvenanceTracingStackTraces::test_create_kernel_information_json_function, test/inductor/test_provenance_tracing.py::TestProvenanceTracingStackTraces::test_kernel_information_generation, test/inductor/test_provenance_tracing.py::TestProvenanceTracingStackTraces::test_no_kernel_information_without_provenance_tracking, test/inductor/test_provenance_tracing.py::TestProvenanceTracingStackTraces::test_tlparse_kernel_stack_traces 2025-09-07T08:06:49.3434648Z 2025-09-07T08:06:52.4984095Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:06:52.4985502Z import pkg_resources 2025-09-07T08:06:52.8263491Z Running export/test_functionalized_assertions 1/1 ... [2025-09-07 08:06:52.825867] 2025-09-07T08:06:52.8264025Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:06:52.8265430Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_functionalized_assertions.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:06:52.826218] 2025-09-07T08:06:56.4478698Z 2025-09-07T08:06:56.4480066Z export/test_functionalized_assertions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_functionalized_assertions_1.1_853e4271c0a2980d_.log 2025-09-07T08:06:56.4483048Z Running 2 items in this shard: test/export/test_functionalized_assertions.py::TestFuntionalAssertions::test_functional_assert_async_msg, test/export/test_functionalized_assertions.py::TestFuntionalAssertions::test_functional_sym_constrain_range 2025-09-07T08:06:56.4484500Z 2025-09-07T08:06:59.6125708Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:06:59.6127949Z import pkg_resources 2025-09-07T08:06:59.9488481Z Running test_license 1/1 ... [2025-09-07 08:06:59.948385] 2025-09-07T08:06:59.9488875Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:06:59.9491079Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_license.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:06:59.948833] 2025-09-07T08:07:03.4708510Z 2025-09-07T08:07:03.4709747Z test_license 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_license_1.1_c611fc34cbb04380_.log 2025-09-07T08:07:03.4711193Z Running 2 items in this shard: test/test_license.py::TestLicense::test_distinfo_license, test/test_license.py::TestLicense::test_license_for_wheel 2025-09-07T08:07:03.4711747Z 2025-09-07T08:07:06.5904038Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:07:06.5905207Z import pkg_resources 2025-09-07T08:07:06.9173814Z Running dynamo/test_base_output 1/1 ... [2025-09-07 08:07:06.916979] 2025-09-07T08:07:06.9174393Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:07:06.9176647Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_base_output.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:07:06.917384] 2025-09-07T08:07:10.3891448Z 2025-09-07T08:07:10.3892237Z dynamo/test_base_output 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_base_output_1.1_aa87559c9fecf4f6_.log 2025-09-07T08:07:10.3893910Z Running 6 items in this shard: test/dynamo/test_base_output.py::TestBaseOutput::test_assign, test/dynamo/test_base_output.py::TestBaseOutput::test_create, test/dynamo/test_base_output.py::TestBaseOutput::test_getattr, test/dynamo/test_base_output.py::TestBaseOutput::test_getitem, test/dynamo/test_base_output.py::TestBaseOutput::test_index, test/dynamo/test_base_output.py::TestBaseOutput::test_tuple 2025-09-07T08:07:10.3895305Z 2025-09-07T08:07:13.5139444Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:07:13.5140804Z import pkg_resources 2025-09-07T08:07:13.8591188Z Running inductor/test_triton_kernels 1/1 ... [2025-09-07 08:07:13.858622] 2025-09-07T08:07:13.8591936Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:07:13.8593116Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_kernels.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:07:13.858993] 2025-09-07T08:10:02.6948646Z 2025-09-07T08:10:02.6951528Z export/test_serdes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_serdes_1.1_0a302d02f3633a18_.log 2025-09-07T08:10:02.7212493Z Running 832 items in this shard: test/export/test_serdes.py::SerDesExportTestDynamismExpression::test_export_assume_static_by_default_serdes_strict, test/export/test_serdes.py::SerDesExportTestDynamismExpression::test_export_constraints_error_not_in_range_serdes_strict, test/export/test_serdes.py::SerDesExportTestDynamismExpression::test_export_constraints_error_serdes_strict, test/export/test_serdes.py::SerDesExportTestDynamismExpression::test_export_inline_constraints_serdes_strict, test/export/test_serdes.py::SerDesExportTestDynamismExpression::test_export_slice_maxsize_serdes_strict, test/export/test_serdes.py::SerDesExportTestDynamismExpression::test_export_slice_unbacked_dim1_serdes_strict, test/export/test_serdes.py::SerDesExportTestDynamismExpression::test_export_strict_narrow_unbacked_expr_serdes_strict, test/export/test_serdes.py::SerDesExportTestDynamismExpression::test_no_grad_param_inplace_serdes_strict, test/export/test_serdes.py::SerDesExportTestDynamismExpression::test_reshape_view_backed_size_oblivious_serdes_strict, test/export/test_serdes.py::SerDesExportNonStrictTestDynamismExpression::test_export_assume_static_by_default_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestDynamismExpression::test_export_constraints_error_not_in_range_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestDynamismExpression::test_export_constraints_error_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestDynamismExpression::test_export_inline_constraints_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestDynamismExpression::test_export_slice_maxsize_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestDynamismExpression::test_export_slice_unbacked_dim1_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestDynamismExpression::test_export_strict_narrow_unbacked_expr_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestDynamismExpression::test_no_grad_param_inplace_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestDynamismExpression::test_reshape_view_backed_size_oblivious_serdes_nonstrict, test/export/test_serdes.py::SerDesExportTestExport::test__scaled_dot_product_flash_attention_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_additional_inputs_constants_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_allow_explicit_guards_as_runtime_asserts_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_args_type_checked_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_aten_lift_fresh_copy_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_attention_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_attr_assignment_extra_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_automatic_constrain_size_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_automatic_dynamic_shapes_constant_relation_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_automatic_dynamic_shapes_linear_relation_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_automatic_dynamic_shapes_simple_equality_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_baddbmm_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_basic_non_strict_fake_tensor_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_basic_non_strict_real_tensor_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_basic_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_bincount_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_buffer_util_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_capture_subclass_constructor_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_capture_subclass_constructor_torch_ir_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_capture_subclass_wrong_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_ccode_python_mod_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_check_specialized_int_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_checks_to_constrain_range_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_cleanup_dynamic_markers_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_colin_unbacked_backed_vr_sub_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_colon_parameter_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_compiling_state_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_cond_access_identical_symint_closure_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_cond_branches_return_constant_int_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_cond_branches_return_same_int_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_cond_buffers_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_cond_contains_unbacked_no_escape_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_cond_int_closure_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_cond_unflatten_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_cond_with_module_stack_export_with_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_cond_with_module_stack_export_with_unflatten_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_constant_aliasing_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_constant_input_naming_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_constant_no_user_inp_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_constant_output_dup_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_constant_output_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_constant_requires_grad_const_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_constant_return_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_constant_tensor_mutation_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_constant_tensor_with_non_functional_nested_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_constant_tensor_with_non_functional_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_constrain_decomp_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_constrain_size_in_eager_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_constrain_size_with_constrain_value_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_constrain_size_with_various_cases_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_conv_dynamic_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_crop_like_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_cse_for_symint_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_custom_op_auto_functionalize_pre_dispatch_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_custom_op_auto_functionalize_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_custom_op_auto_warn_pre_dispatch_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_custom_op_preserve_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_custom_pytree_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_custom_tag_metadata_re_export_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_decomp_batch_norm_functional_predispatch_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_decomp_item_in_prim_after_decomposition_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_decomp_item_in_prim_before_decomposition_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_default_decomposition_core_cia_ops_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_derived_dim_1_2_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_derived_dim_basic_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_derived_dim_integer_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_derived_dim_nested_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_derived_dim_out_of_order_repeat_derived_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_derived_dim_out_of_order_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_derived_dim_out_of_order_simplified_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_derived_dim_repeat_derived_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_detect_leak_nonstrict_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_detect_leak_nonstrict_with_stacktrace_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_detect_leak_strict_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_device_to_dynamic_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_device_to_gpu_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_device_to_mutation_float_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_device_to_mutation_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_device_to_static_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_dim_1_2_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_dim_auto_and_dim_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_dim_dynamic_divisibility_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_dim_dynamic_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_dim_dynamic_specialization_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_dim_hint_range_violations_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_dim_hint_ranges_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_disable_forced_specializations_errors_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_disable_forced_specializations_ok_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_distributed_all_gather_into_tensor_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_distributed_all_gather_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_distributed_all_reduce_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_distributed_all_to_all_single_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_distributed_reduce_scatter_tensor_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_dont_duck_size_for_auto_dynamic_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_double_lifted_constants_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_draft_export_checks_aliasing_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_draft_export_checks_mutation_list_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_draft_export_checks_mutation_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_draft_export_checks_mutation_with_nan_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_draft_export_fake_kernel_inference_errors_serdes_strict, test/export/test_serdes.py::SerDesExportTestExport::test_draft_export_infers_fake_kernel_serdes_strict, 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test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_refine_dynamic_shapes_from_suggested_fixes_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_register_constant_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_repeat_interleave_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_replace_unbacked_with_very_large_upperbound_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_replaced_unbacked_bindings_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_reshape_view_helper_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_retracable_ep_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_retrace_pre_autograd_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_run_decomposition_supports_user_input_mutation_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_run_decompositions_keep_metadata_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_run_decompositions_keep_tensor_constant_metadata_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_runtime_assert_for_prim_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_runtime_assert_for_prm_str_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_runtime_assert_with_size_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_sdpa_gqa_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_sequential_slicing_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_set_example_inputs_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_set_grad_as_side_effect_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_set_grad_empty_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_set_grad_unflatten_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_setgrad_lifted_tensor_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_shared_submodule_nn_module_stack_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_simple_export_for_training_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_simple_unbacked_view_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_size_input_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_slice_nn_module_stack_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_solver_unsupported_sympy_function_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_specialize_derived_dim_roots_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_split_const_gm_with_lifted_constants_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_stack_trace_make_fx_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_stack_trace_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_state_primitives_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_state_shape_attribute_assignment_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_state_tensors_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_static_dim_constraints_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_subclass_nested_attr_access_complicated_metadata_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_subclass_nested_attr_access_const_metadata_not_top_level_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_subclass_nested_attr_access_const_metadata_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_subclass_nested_attr_access_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_subclass_nested_attr_access_submodule_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_subclasses_parameterization_nested_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_subclasses_parameterization_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_suggest_torch_checks_with_non_negative_check_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_suggest_torch_checks_with_regular_check_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_suggested_fixes_for_data_dependent_errors_basic_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_suggested_fixes_new_roots_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_sym_float_operators_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_sym_or_sym_and_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_sym_sqrt_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_symbool_item_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_symfloat_item_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_symint_input_additional_inputs_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_symint_input_basic_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_symint_input_ranges_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_symint_input_shapes_collection_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_symint_input_specialization_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_symint_item_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_symint_output_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_symint_tensor_return_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_tensor_attribute_zero_args_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_tensor_constant_aten_to_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_tensor_constant_with_wrapped_method_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_to_module_with_mutated_buffer_multiple_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_to_module_with_mutated_buffer_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_tolist_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_torch_check_eq_commutativity_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_torch_fn_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_trace_under_fake_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_train_eval_on_exported_preautograd_module_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_3d_matmul_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_bincount_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_bindings_for_divisible_u_symint_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_deferred_runtime_retrace_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_expand_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_infer_size_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_kth_value_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_linear_layer_norm_input_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_noncontig_lin_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_pad_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_scalar_constructor_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_slice_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_to_cond_passthrough_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_to_cond_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unbacked_unsqueeze_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_asserts_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_buffer_update_child2parent_swap_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_closure_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_isinstance_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_multiple_graphs_dispatch_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_multiple_graphs_shared_submodule_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_multiple_graphs_state_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_no_unroll_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_placeholder_update_child2parent_swap_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_placeholder_update_grandchild2cousin_swap_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_5_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_6_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_buf_8_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_const_preserving_3_1_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_const_preserving_3_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_4_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_6_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_9_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unflatten_random_dag_preserving_4_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unused_aliases_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_unused_constant_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_use_embedding_twice_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_user_input_and_buffer_mutation_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_vmap_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_while_loop_assert_separation_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_while_loop_index_assertions_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_while_loop_simple_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_while_loop_tensor_constant_idx_serdes_nonstrict, test/export/test_serdes.py::SerDesExportNonStrictTestExport::test_wrapper_module_serdes_nonstrict 2025-09-07T08:10:02.7462614Z 2025-09-07T08:10:05.8627246Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:10:05.8628706Z import pkg_resources 2025-09-07T08:10:06.2054789Z Running test_mkldnn_verbose 1/1 ... [2025-09-07 08:10:06.205064] 2025-09-07T08:10:06.2055274Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:10:06.2057383Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_mkldnn_verbose.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:10:06.205469] 2025-09-07T08:10:12.7834639Z 2025-09-07T08:10:12.7835453Z test_mkldnn_verbose 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkldnn_verbose_1.1_8c629d2210b95053_.log 2025-09-07T08:10:12.7836378Z Running 2 items in this shard: test/test_mkldnn_verbose.py::TestMKLDNNVerbose::test_verbose_off, test/test_mkldnn_verbose.py::TestMKLDNNVerbose::test_verbose_on 2025-09-07T08:10:12.7836852Z 2025-09-07T08:10:16.0500527Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:10:16.0501891Z import pkg_resources 2025-09-07T08:10:16.3904153Z Running inductor/test_inductor_utils 1/1 ... [2025-09-07 08:10:16.389988] 2025-09-07T08:10:16.3904758Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:10:16.3907038Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_inductor_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:10:16.390338] 2025-09-07T08:10:20.4637985Z 2025-09-07T08:10:20.4639479Z inductor/test_inductor_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inductor_utils_1.1_50455b1e6ebadc6a_.log 2025-09-07T08:10:20.4640824Z Running 2 items in this shard: test/inductor/test_inductor_utils.py::TestBench::test_benchmarker, test/inductor/test_inductor_utils.py::TestBench::test_do_bench_using_profiling 2025-09-07T08:10:20.4641503Z 2025-09-07T08:10:23.6553662Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:10:23.6555029Z import pkg_resources 2025-09-07T08:10:23.9925687Z Running inductor/test_flex_decoding 1/3 ... [2025-09-07 08:10:23.992128] 2025-09-07T08:10:23.9926265Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:10:23.9927975Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_flex_decoding.py', '-m', 'not serial', '--shard-id=1', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:10:23.992498] 2025-09-07T08:11:07.8401041Z 2025-09-07T08:11:07.8402019Z inductor/test_triton_kernels 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_kernels_1.1_9426f55e59097b5c_.log 2025-09-07T08:11:07.8523814Z Running 361 items in this shard: test/inductor/test_triton_kernels.py::KernelTests::test_constexpr_dynamic_shapes_wrapped_False_autotune_False, test/inductor/test_triton_kernels.py::KernelTests::test_constexpr_dynamic_shapes_wrapped_False_autotune_True, test/inductor/test_triton_kernels.py::KernelTests::test_constexpr_dynamic_shapes_wrapped_True_autotune_False, test/inductor/test_triton_kernels.py::KernelTests::test_constexpr_dynamic_shapes_wrapped_True_autotune_True, test/inductor/test_triton_kernels.py::KernelTests::test_i64_input, test/inductor/test_triton_kernels.py::KernelTests::test_kernel_inline_asm_quotes_double, test/inductor/test_triton_kernels.py::KernelTests::test_kernel_inline_asm_quotes_single, test/inductor/test_triton_kernels.py::KernelTests::test_kernel_with_docstring_quotes_double, test/inductor/test_triton_kernels.py::KernelTests::test_kernel_with_docstring_quotes_single, test/inductor/test_triton_kernels.py::KernelTests::test_layout_constraint_needs_fixed_stride_order, test/inductor/test_triton_kernels.py::KernelTests::test_no_nan_kernels, test/inductor/test_triton_kernels.py::KernelTests::test_on_device_tma_dynamic_False_tma_version_new, test/inductor/test_triton_kernels.py::KernelTests::test_on_device_tma_dynamic_False_tma_version_old, test/inductor/test_triton_kernels.py::KernelTests::test_on_device_tma_dynamic_True_tma_version_new, test/inductor/test_triton_kernels.py::KernelTests::test_on_device_tma_dynamic_True_tma_version_old, test/inductor/test_triton_kernels.py::KernelTests::test_tma_capture_and_functionalize_dynamic_False_tma_version_new, test/inductor/test_triton_kernels.py::KernelTests::test_tma_capture_and_functionalize_dynamic_False_tma_version_old, test/inductor/test_triton_kernels.py::KernelTests::test_tma_capture_and_functionalize_dynamic_True_tma_version_new, test/inductor/test_triton_kernels.py::KernelTests::test_tma_capture_and_functionalize_dynamic_True_tma_version_old, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_1d_dynamic_False_backend_aot_eager_tma_version_new, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_1d_dynamic_False_backend_aot_eager_tma_version_old, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_1d_dynamic_False_backend_eager_tma_version_new, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_1d_dynamic_False_backend_eager_tma_version_old, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_1d_dynamic_False_backend_inductor_tma_version_new, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_1d_dynamic_False_backend_inductor_tma_version_old, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_1d_dynamic_True_backend_aot_eager_tma_version_new, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_1d_dynamic_True_backend_aot_eager_tma_version_old, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_1d_dynamic_True_backend_eager_tma_version_new, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_1d_dynamic_True_backend_eager_tma_version_old, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_1d_dynamic_True_backend_inductor_tma_version_new, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_1d_dynamic_True_backend_inductor_tma_version_old, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_2d_dynamic_False_backend_aot_eager_tma_version_new, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_2d_dynamic_False_backend_aot_eager_tma_version_old, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_2d_dynamic_False_backend_eager_tma_version_new, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_2d_dynamic_False_backend_eager_tma_version_old, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_2d_dynamic_True_backend_aot_eager_tma_version_new, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_2d_dynamic_True_backend_aot_eager_tma_version_old, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_2d_dynamic_True_backend_eager_tma_version_new, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_2d_dynamic_True_backend_eager_tma_version_old, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_dedup_tma_version_new, test/inductor/test_triton_kernels.py::KernelTests::test_tma_descriptor_dedup_tma_version_old, test/inductor/test_triton_kernels.py::KernelTests::test_tma_graph_breaks_after_data_ptr_False_after_create_desc_False_tma_version_new, test/inductor/test_triton_kernels.py::KernelTests::test_tma_graph_breaks_after_data_ptr_False_after_create_desc_False_tma_version_old, test/inductor/test_triton_kernels.py::KernelTests::test_tma_graph_breaks_after_data_ptr_False_after_create_desc_True_tma_version_new, test/inductor/test_triton_kernels.py::KernelTests::test_tma_graph_breaks_after_data_ptr_False_after_create_desc_True_tma_version_old, test/inductor/test_triton_kernels.py::KernelTests::test_tma_graph_breaks_after_data_ptr_True_after_create_desc_False_tma_version_new, test/inductor/test_triton_kernels.py::KernelTests::test_tma_graph_breaks_after_data_ptr_True_after_create_desc_False_tma_version_old, test/inductor/test_triton_kernels.py::KernelTests::test_tma_graph_breaks_after_data_ptr_True_after_create_desc_True_tma_version_new, test/inductor/test_triton_kernels.py::KernelTests::test_tma_graph_breaks_after_data_ptr_True_after_create_desc_True_tma_version_old, test/inductor/test_triton_kernels.py::KernelTests::test_triton_attrs_dict_equal_1_None_format, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_1_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_1_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_2_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_2_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_3_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_3_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_eager_grid_type_1_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_eager_grid_type_1_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_eager_grid_type_2_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_eager_grid_type_2_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_eager_grid_type_3_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_eager_grid_type_3_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_inductor_grid_type_1_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_inductor_grid_type_1_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_inductor_grid_type_2_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_inductor_grid_type_2_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_inductor_grid_type_3_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_False_backend_inductor_grid_type_3_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_aot_eager_grid_type_1_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_aot_eager_grid_type_1_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_aot_eager_grid_type_2_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_aot_eager_grid_type_2_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_aot_eager_grid_type_3_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_aot_eager_grid_type_3_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_eager_grid_type_1_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_eager_grid_type_1_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_eager_grid_type_2_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_eager_grid_type_2_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_eager_grid_type_3_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_eager_grid_type_3_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_inductor_grid_type_1_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_inductor_grid_type_1_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_inductor_grid_type_2_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_inductor_grid_type_2_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_inductor_grid_type_3_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_False_dynamic_True_backend_inductor_grid_type_3_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_1_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_1_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_2_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_2_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_3_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_3_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_eager_grid_type_1_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_eager_grid_type_1_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_eager_grid_type_2_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_eager_grid_type_2_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_eager_grid_type_3_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_eager_grid_type_3_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_inductor_grid_type_1_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_inductor_grid_type_1_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_inductor_grid_type_2_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_inductor_grid_type_2_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_inductor_grid_type_3_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_False_backend_inductor_grid_type_3_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_aot_eager_grid_type_1_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_aot_eager_grid_type_1_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_aot_eager_grid_type_2_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_aot_eager_grid_type_2_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_aot_eager_grid_type_3_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_aot_eager_grid_type_3_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_eager_grid_type_1_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_eager_grid_type_1_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_eager_grid_type_2_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_eager_grid_type_2_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_eager_grid_type_3_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_eager_grid_type_3_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_inductor_grid_type_1_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_inductor_grid_type_1_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_inductor_grid_type_2_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_inductor_grid_type_2_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_inductor_grid_type_3_tdlp_0, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_2d_autotune_grad_True_dynamic_True_backend_inductor_grid_type_3_tdlp_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_False_backend_aot_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_False_backend_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_False_backend_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_False_backend_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_False_backend_inductor_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_False_backend_inductor_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_False_backend_inductor_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_True_backend_aot_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_True_backend_aot_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_True_backend_aot_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_True_backend_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_True_backend_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_True_backend_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_True_backend_inductor_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_True_backend_inductor_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_False_dynamic_True_backend_inductor_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_aot_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_inductor_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_inductor_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_False_backend_inductor_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_aot_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_aot_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_aot_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_eager_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_eager_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_eager_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_inductor_grid_type_1, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_inductor_grid_type_2, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_grad_True_dynamic_True_backend_inductor_grid_type_3, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_with_unsupported_args_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_with_unsupported_args_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_autotune_with_unsupported_args_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_caching, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_caching_duplicate, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_constants, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_dependancies, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_different_shapes_size_16_dynamic_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_different_shapes_size_16_dynamic_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_different_shapes_size_4_dynamic_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_different_shapes_size_4_dynamic_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_dtype_view_cfg_cpp_wrapper, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_dtype_view_cfg_normal, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_empty_autotune_config_dict_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_empty_autotune_config_dict_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_empty_autotune_config_dict_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_equal_to_1_arg_dynamic_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_equal_to_1_arg_dynamic_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_equal_to_1_float_arg_dynamic_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_equal_to_1_float_arg_dynamic_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_fallback, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_float64_constant_float16, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_float64_constant_float32, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_float64_constant_float64, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_functionalize, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_global_constexpr, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_higher_order_func, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_inner_triton_function_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_inner_triton_function_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_inner_triton_function_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_inputs_buffer_reuse, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_matmul_tracking, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_multi_kernel_grad_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_multi_kernel_grad_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_multiple_outputs_dynamic_False_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_multiple_outputs_dynamic_False_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_multiple_outputs_dynamic_False_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_multiple_outputs_dynamic_True_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_multiple_outputs_dynamic_True_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_multiple_outputs_dynamic_True_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_mutation_not_mark_dirty, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_mutation_type, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_False_dynamic_False_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_False_dynamic_False_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_False_dynamic_False_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_False_dynamic_True_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_False_dynamic_True_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_False_dynamic_True_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_True_dynamic_False_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_True_dynamic_False_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_True_dynamic_False_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_True_dynamic_True_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_True_dynamic_True_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_native_grad_True_dynamic_True_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_no_clones_grad_False_dynamic_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_no_clones_grad_False_dynamic_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_no_clones_grad_True_dynamic_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_no_clones_grad_True_dynamic_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_none_args, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_num_ctas_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_num_ctas_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_num_ctas_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_out_of_order, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_reinplace_inplaceable_pass, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_restore_value_backend_aot_eager_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_restore_value_backend_aot_eager_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_restore_value_backend_eager_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_restore_value_backend_eager_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_restore_value_backend_inductor_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_restore_value_backend_inductor_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_slice_and_view_input, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_kwargs_with_autotune_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_kwargs_with_autotune_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_kwargs_with_autotune_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_kwargs_without_autotune_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_kwargs_without_autotune_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_kwargs_without_autotune_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_params_autotune_False_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_params_autotune_False_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_params_autotune_False_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_params_autotune_True_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_params_autotune_True_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_special_params_autotune_True_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_strided_input, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_strided_input_nonzero_offset, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_tracing_dynamic_False, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_tracing_dynamic_True, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_triton_dtype_dynamic_False_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_triton_dtype_dynamic_False_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_triton_dtype_dynamic_False_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_triton_dtype_dynamic_True_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_triton_dtype_dynamic_True_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_triton_dtype_dynamic_True_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_unbacked_shape_tensor_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_unbacked_shape_tensor_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_unbacked_shape_tensor_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_various_args, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_constexpr_function, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_grad_option_grad_fn0_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_grad_option_grad_fn0_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_grad_option_grad_fn0_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_grad_option_grad_fn1_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_grad_option_grad_fn1_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_grad_option_grad_fn1_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_imported_symbol, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_imported_symbol_with_custom_name, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_kernel_param, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_views_dynamic_False_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_views_dynamic_False_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_views_dynamic_False_backend_inductor, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_views_dynamic_True_backend_aot_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_views_dynamic_True_backend_eager, test/inductor/test_triton_kernels.py::KernelTests::test_triton_kernel_with_views_dynamic_True_backend_inductor, test/inductor/test_triton_kernels.py::MutationTests::test_add_for_loop, test/inductor/test_triton_kernels.py::MutationTests::test_add_for_loop2, test/inductor/test_triton_kernels.py::MutationTests::test_add_kernel_on_device_tma_new_api, test/inductor/test_triton_kernels.py::MutationTests::test_add_kernel_on_device_tma_old_api, test/inductor/test_triton_kernels.py::MutationTests::test_add_nested_for_loop, test/inductor/test_triton_kernels.py::MutationTests::test_add_nested_for_loop_multi_return, test/inductor/test_triton_kernels.py::MutationTests::test_argmax, test/inductor/test_triton_kernels.py::MutationTests::test_branch_with_multiple_yield_args, test/inductor/test_triton_kernels.py::MutationTests::test_cumsum, test/inductor/test_triton_kernels.py::MutationTests::test_fn_call_multi_return, test/inductor/test_triton_kernels.py::MutationTests::test_fn_call_one_return, test/inductor/test_triton_kernels.py::MutationTests::test_for_loop_arg, test/inductor/test_triton_kernels.py::MutationTests::test_for_loop_arg_2, test/inductor/test_triton_kernels.py::MutationTests::test_get_tma_stores, test/inductor/test_triton_kernels.py::MutationTests::test_labels, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_add_4_times_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_add_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_add_kernel_2d_autotuned, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_add_kernel_with_block_ptr, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_add_kernel_with_import, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_atomic_add_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_cond_op_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_indirection_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_indirection_kernel1, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_inline_asm_kernel_is_pure_false, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_inline_asm_kernel_is_pure_true, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_kernel_with_block_ptr_2d, test/inductor/test_triton_kernels.py::MutationTests::test_mutations_mul2_inplace_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_nested_cond_op_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_out_of_order_kernel, test/inductor/test_triton_kernels.py::MutationTests::test_out_of_order_kernel_call, test/inductor/test_triton_kernels.py::MutationTests::test_reduce_sum, test/inductor/test_triton_kernels.py::MutationTests::test_triton_kernel_inference_mode, test/inductor/test_triton_kernels.py::MutationTests::test_while_loop, test/inductor/test_triton_kernels.py::CustomOpTests::test_add_kernel_autotuned_False_dynamic_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_add_kernel_autotuned_False_dynamic_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_add_kernel_autotuned_True_dynamic_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_add_kernel_autotuned_True_dynamic_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_autotune_no_pre_or_post_hook_user_defined, test/inductor/test_triton_kernels.py::CustomOpTests::test_autotune_unbacked, test/inductor/test_triton_kernels.py::CustomOpTests::test_capture_triton_meta, test/inductor/test_triton_kernels.py::CustomOpTests::test_capture_triton_special_kwargs_dynamic_False_autotune_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_capture_triton_special_kwargs_dynamic_False_autotune_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_capture_triton_special_kwargs_dynamic_True_autotune_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_capture_triton_special_kwargs_dynamic_True_autotune_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_preserves_strides_variant_custom_op, test/inductor/test_triton_kernels.py::CustomOpTests::test_preserves_strides_variant_mutable_custom_op, test/inductor/test_triton_kernels.py::CustomOpTests::test_preserves_strides_variant_triton_kernel, test/inductor/test_triton_kernels.py::CustomOpTests::test_subclass, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_dynamic_grid_no_recompile, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_heuristic_non_strict_False_backend_aot_eager_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_heuristic_non_strict_False_backend_aot_eager_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_heuristic_non_strict_False_backend_eager_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_heuristic_non_strict_False_backend_eager_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_heuristic_non_strict_False_backend_inductor_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_heuristic_non_strict_False_backend_inductor_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_heuristic_non_strict_True_backend_aot_eager_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_heuristic_non_strict_True_backend_aot_eager_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_heuristic_non_strict_True_backend_eager_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_heuristic_non_strict_True_backend_eager_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_heuristic_non_strict_True_backend_inductor_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_heuristic_non_strict_True_backend_inductor_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_non_strict_False_backend_aot_eager_with_perf_model_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_non_strict_False_backend_aot_eager_with_perf_model_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_non_strict_False_backend_eager_with_perf_model_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_non_strict_False_backend_eager_with_perf_model_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_non_strict_False_backend_inductor_with_perf_model_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_non_strict_False_backend_inductor_with_perf_model_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_non_strict_True_backend_aot_eager_with_perf_model_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_non_strict_True_backend_aot_eager_with_perf_model_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_non_strict_True_backend_eager_with_perf_model_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_non_strict_True_backend_eager_with_perf_model_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_non_strict_True_backend_inductor_with_perf_model_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_non_strict_True_backend_inductor_with_perf_model_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_recompile_backend_aot_eager_with_perf_model_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_recompile_backend_aot_eager_with_perf_model_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_recompile_backend_eager_with_perf_model_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_recompile_backend_eager_with_perf_model_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_recompile_backend_inductor_with_perf_model_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_prune_configs_by_recompile_backend_inductor_with_perf_model_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_reset_to_zero_backend_aot_eager_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_reset_to_zero_backend_aot_eager_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_reset_to_zero_backend_eager_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_reset_to_zero_backend_eager_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_reset_to_zero_backend_inductor_autotune_at_compile_time_False, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_kernel_reset_to_zero_backend_inductor_autotune_at_compile_time_True, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_single_autotune_backend_aot_eager, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_single_autotune_backend_eager, test/inductor/test_triton_kernels.py::CustomOpTests::test_triton_single_autotune_backend_inductor, test/inductor/test_triton_kernels.py::CustomOpTests::test_wrap_triton_disabled_in_triton_op 2025-09-07T08:11:07.8637243Z 2025-09-07T08:11:08.9115474Z Uploading artifacts took 1.07 seconds 2025-09-07T08:11:11.0924999Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:11:11.0926117Z import pkg_resources 2025-09-07T08:11:11.4706013Z Running inductor/test_triton_cpu_backend 1/1 ... [2025-09-07 08:11:11.470045] 2025-09-07T08:11:11.4706915Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:11:11.4708217Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_cpu_backend.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:11:11.470397] 2025-09-07T08:11:18.4007949Z 2025-09-07T08:11:18.4009421Z inductor/test_triton_cpu_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_cpu_backend_1.1_6300845193e2dc3a_.log 2025-09-07T08:11:18.4010802Z 2025-09-07T08:11:21.7142383Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:11:21.7144415Z import pkg_resources 2025-09-07T08:11:22.0461705Z Running backends/xeon/test_launch 1/1 ... [2025-09-07 08:11:22.045725] 2025-09-07T08:11:22.0462160Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:11:22.0463390Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'backends/xeon/test_launch.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:11:22.046082] 2025-09-07T08:11:27.0708904Z 2025-09-07T08:11:27.0710422Z backends/xeon/test_launch 1/1 was successful, full logs can be found in artifacts with path test/test-reports/backends.xeon.test_launch_1.1_49ea00c857e75032_.log 2025-09-07T08:11:27.0711691Z Running 2 items in this shard: test/backends/xeon/test_launch.py::TestTorchrun::test_cpu_info, test/backends/xeon/test_launch.py::TestTorchrun::test_multi_threads 2025-09-07T08:11:27.0712314Z 2025-09-07T08:11:30.3887439Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:11:30.3888793Z import pkg_resources 2025-09-07T08:11:30.7369163Z Running dynamo/test_dicts 1/1 ... [2025-09-07 08:11:30.736478] 2025-09-07T08:11:30.7369771Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:11:30.7371857Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_dicts.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:11:30.736880] 2025-09-07T08:11:45.4818188Z 2025-09-07T08:11:45.4819266Z dynamo/test_dicts 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_dicts_1.1_6085d0be55df3052_.log 2025-09-07T08:11:45.4843609Z Running 126 items in this shard: test/dynamo/test_dicts.py::DictTests::test_builtin_ior_, test/dynamo/test_dicts.py::DictTests::test_builtin_or_with_diff_keys, test/dynamo/test_dicts.py::DictTests::test_builtin_or_with_invalid_types, test/dynamo/test_dicts.py::DictTests::test_builtin_or_with_same_keys, test/dynamo/test_dicts.py::DictTests::test_construct_user_dict_and_return, test/dynamo/test_dicts.py::DictTests::test_contains_dunder_dict, test/dynamo/test_dicts.py::DictTests::test_contains_module_dunder_dict, test/dynamo/test_dicts.py::DictTests::test_custom_iter_dict, test/dynamo/test_dicts.py::DictTests::test_custom_keys_iter_dict, test/dynamo/test_dicts.py::DictTests::test_dict_construction_from_mapping_proxy, test/dynamo/test_dicts.py::DictTests::test_dict_contains, test/dynamo/test_dicts.py::DictTests::test_dict_copy_alias, test/dynamo/test_dicts.py::DictTests::test_dict_guard_on_keys_order, test/dynamo/test_dicts.py::DictTests::test_dict_guard_on_keys_order2, test/dynamo/test_dicts.py::DictTests::test_dict_iter, test/dynamo/test_dicts.py::DictTests::test_dict_keys_binop_op_and_, test/dynamo/test_dicts.py::DictTests::test_dict_keys_binop_op_or_, test/dynamo/test_dicts.py::DictTests::test_dict_keys_binop_op_sub, test/dynamo/test_dicts.py::DictTests::test_dict_keys_binop_op_xor, test/dynamo/test_dicts.py::DictTests::test_dict_keys_inplace_binop_op_iand, test/dynamo/test_dicts.py::DictTests::test_dict_keys_inplace_binop_op_ior, test/dynamo/test_dicts.py::DictTests::test_dict_keys_inplace_binop_op_isub, test/dynamo/test_dicts.py::DictTests::test_dict_keys_inplace_binop_op_ixor, test/dynamo/test_dicts.py::DictTests::test_dict_list_values, test/dynamo/test_dicts.py::DictTests::test_dict_mutation_side_effect, test/dynamo/test_dicts.py::DictTests::test_dict_namedtuple, test/dynamo/test_dicts.py::DictTests::test_dict_order_keys, test/dynamo/test_dicts.py::DictTests::test_dict_order_keys_modules, test/dynamo/test_dicts.py::DictTests::test_dict_order_keys_tensors, test/dynamo/test_dicts.py::DictTests::test_dict_reconstruct_keeps_original_order, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_contains, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_get_method, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_initialization_in_graph, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_instantiation, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_instantiation_return, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_local_mutation, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_local_with_non_dict_method, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_methods_fallback_mutation, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_methods_fallback_readonly, test/dynamo/test_dicts.py::DictTests::test_dict_subclass_setitem, test/dynamo/test_dicts.py::DictTests::test_dict_tag_guard, test/dynamo/test_dicts.py::DictTests::test_empty_dict_recompilation, test/dynamo/test_dicts.py::DictTests::test_fn_id, test/dynamo/test_dicts.py::DictTests::test_items_type, test/dynamo/test_dicts.py::DictTests::test_lazy_key_guarding, test/dynamo/test_dicts.py::DictTests::test_lazy_key_non_const_guarding, test/dynamo/test_dicts.py::DictTests::test_mapping_proxy_ban_muation_on_dict_realization, test/dynamo/test_dicts.py::DictTests::test_mapping_proxy_existing, test/dynamo/test_dicts.py::DictTests::test_mapping_proxy_existing_local_mutation, test/dynamo/test_dicts.py::DictTests::test_mapping_proxy_existing_mutation, test/dynamo/test_dicts.py::DictTests::test_mapping_proxy_for_local, test/dynamo/test_dicts.py::DictTests::test_mapping_proxy_for_nonlocal, test/dynamo/test_dicts.py::DictTests::test_move_to_end, test/dynamo/test_dicts.py::DictTests::test_newly_constructed_default_dict, test/dynamo/test_dicts.py::DictTests::test_ordered_dict_reordered_keys, test/dynamo/test_dicts.py::DictTests::test_ordered_dict_subclass_reordered_keys, test/dynamo/test_dicts.py::DictTests::test_overridden_get_item, test/dynamo/test_dicts.py::DictTests::test_udf_dict_reconstruction, test/dynamo/test_dicts.py::DictTests::test_update_dunder_dict, test/dynamo/test_dicts.py::DictTests::test_update_module_dunder_dict, test/dynamo/test_dicts.py::DictTests::test_weakref_dict, test/dynamo/test_dicts.py::DictGuardTests::test_cmp_eq, test/dynamo/test_dicts.py::DictGuardTests::test_cmp_ior, test/dynamo/test_dicts.py::DictGuardTests::test_cmp_ne, test/dynamo/test_dicts.py::DictGuardTests::test_cmp_or, test/dynamo/test_dicts.py::DictGuardTests::test_popitem, test/dynamo/test_dicts.py::DictMethodsTests::test_binop_ior, test/dynamo/test_dicts.py::DictMethodsTests::test_binop_ior_iterable, test/dynamo/test_dicts.py::DictMethodsTests::test_binop_or, test/dynamo/test_dicts.py::DictMethodsTests::test_clear, test/dynamo/test_dicts.py::DictMethodsTests::test_cmp_eq, test/dynamo/test_dicts.py::DictMethodsTests::test_cmp_ne, test/dynamo/test_dicts.py::DictMethodsTests::test_copy, test/dynamo/test_dicts.py::DictMethodsTests::test_dict_type_comparison, test/dynamo/test_dicts.py::DictMethodsTests::test_fromkeys, test/dynamo/test_dicts.py::DictMethodsTests::test_get, test/dynamo/test_dicts.py::DictMethodsTests::test_items, test/dynamo/test_dicts.py::DictMethodsTests::test_keys, test/dynamo/test_dicts.py::DictMethodsTests::test_pop, test/dynamo/test_dicts.py::DictMethodsTests::test_popitem, test/dynamo/test_dicts.py::DictMethodsTests::test_setdefault, test/dynamo/test_dicts.py::DictMethodsTests::test_type, test/dynamo/test_dicts.py::DictMethodsTests::test_update, test/dynamo/test_dicts.py::DictMethodsTests::test_values, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_binop_ior, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_binop_ior_iterable, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_binop_or, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_clear, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_cmp_eq, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_cmp_ne, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_copy, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_dict_type_comparison, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_fromkeys, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_get, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_items, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_keys, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_pop, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_popitem, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_setdefault, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_type, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_update, test/dynamo/test_dicts.py::DictSubclassMethodsTests::test_values, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_binop_ior, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_binop_ior_iterable, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_binop_ior_return_type, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_binop_or, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_binop_or_return_type, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_clear, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_cmp_eq, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_cmp_eq_order, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_cmp_ne, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_copy, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_dict_type_comparison, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_fromkeys, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_get, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_items, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_keys, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_move_to_end, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_pop, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_popitem, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_popitem_kwarg, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_setdefault, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_type, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_update, test/dynamo/test_dicts.py::OrderedDictMethodsTests::test_values, test/dynamo/test_dicts.py::OrderedDictSubclassOverload::test_move_to_end 2025-09-07T08:11:45.4867064Z 2025-09-07T08:11:48.6846579Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:11:48.6848673Z import pkg_resources 2025-09-07T08:11:49.0255080Z Running dynamo/test_sdpa 1/1 ... [2025-09-07 08:11:49.025019] 2025-09-07T08:11:49.0255646Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:11:49.0257414Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_sdpa.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:11:49.025420] 2025-09-07T08:11:53.0987156Z 2025-09-07T08:11:53.0988356Z dynamo/test_sdpa 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_sdpa_1.1_e6ff646e51648d13_.log 2025-09-07T08:11:53.0990361Z Running 4 items in this shard: test/dynamo/test_sdpa.py::TestSDPA::test_graph_break_SDPAParams, test/dynamo/test_sdpa.py::TestSDPA::test_input_SDPAParams, test/dynamo/test_sdpa.py::TestSDPA::test_intermediate_attr_access_SDPAParams, test/dynamo/test_sdpa.py::TestSDPA::test_returns_SDPAParams 2025-09-07T08:11:53.0991861Z 2025-09-07T08:11:56.3846877Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:11:56.3848267Z import pkg_resources 2025-09-07T08:11:56.7384555Z Running dynamo/test_list 1/1 ... [2025-09-07 08:11:56.737956] 2025-09-07T08:11:56.7385049Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:11:56.7386364Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_list.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:11:56.738337] 2025-09-07T08:12:02.6651788Z 2025-09-07T08:12:02.6652842Z dynamo/test_list 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_list_1.1_0f5e8e349b431704_.log 2025-09-07T08:12:02.6659972Z Running 39 items in this shard: test/dynamo/test_list.py::TupleTests::test___contains__, test/dynamo/test_list.py::TupleTests::test___getitem__, test/dynamo/test_list.py::TupleTests::test_binop_add, test/dynamo/test_list.py::TupleTests::test_binop_imul, test/dynamo/test_list.py::TupleTests::test_cmp_eq, test/dynamo/test_list.py::TupleTests::test_cmp_greater_than, test/dynamo/test_list.py::TupleTests::test_cmp_greater_than_or_equal, test/dynamo/test_list.py::TupleTests::test_cmp_less_than, test/dynamo/test_list.py::TupleTests::test_cmp_less_than_or_equal, test/dynamo/test_list.py::TupleTests::test_cmp_ne, test/dynamo/test_list.py::TupleTests::test_count, test/dynamo/test_list.py::TupleTests::test_index, test/dynamo/test_list.py::ListTests::test___contains__, test/dynamo/test_list.py::ListTests::test___delitem__, test/dynamo/test_list.py::ListTests::test___getitem__, test/dynamo/test_list.py::ListTests::test___setitem__, test/dynamo/test_list.py::ListTests::test_append, test/dynamo/test_list.py::ListTests::test_binop_add, test/dynamo/test_list.py::ListTests::test_binop_delitem_global_list, test/dynamo/test_list.py::ListTests::test_binop_iadd, test/dynamo/test_list.py::ListTests::test_binop_iadd_global_list, test/dynamo/test_list.py::ListTests::test_binop_imul, test/dynamo/test_list.py::ListTests::test_binop_imul_global_list, test/dynamo/test_list.py::ListTests::test_clear, test/dynamo/test_list.py::ListTests::test_cmp_eq, test/dynamo/test_list.py::ListTests::test_cmp_greater_than, test/dynamo/test_list.py::ListTests::test_cmp_greater_than_or_equal, test/dynamo/test_list.py::ListTests::test_cmp_less_than, test/dynamo/test_list.py::ListTests::test_cmp_less_than_or_equal, test/dynamo/test_list.py::ListTests::test_cmp_ne, test/dynamo/test_list.py::ListTests::test_copy, test/dynamo/test_list.py::ListTests::test_count, test/dynamo/test_list.py::ListTests::test_extend, test/dynamo/test_list.py::ListTests::test_index, test/dynamo/test_list.py::ListTests::test_insert, test/dynamo/test_list.py::ListTests::test_pop, test/dynamo/test_list.py::ListTests::test_remove, test/dynamo/test_list.py::ListTests::test_reverse, test/dynamo/test_list.py::ListTests::test_sort 2025-09-07T08:12:02.6665933Z 2025-09-07T08:12:05.9915316Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:12:05.9916833Z import pkg_resources 2025-09-07T08:12:06.4347155Z Running test_flop_counter 1/1 ... [2025-09-07 08:12:06.434178] 2025-09-07T08:12:06.4347779Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:12:06.4351163Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_flop_counter.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:12:06.434778] 2025-09-07T08:12:12.1622321Z 2025-09-07T08:12:12.1623461Z test_flop_counter 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_flop_counter_1.1_ffbeba3c8846d904_.log 2025-09-07T08:12:12.1628046Z Running 22 items in this shard: test/test_flop_counter.py::TestFlopCounter::test_addmm_out, test/test_flop_counter.py::TestFlopCounter::test_autograd_op, test/test_flop_counter.py::TestFlopCounter::test_backward, test/test_flop_counter.py::TestFlopCounter::test_backward_reset, test/test_flop_counter.py::TestFlopCounter::test_conv_backwards_as_decomposition, test/test_flop_counter.py::TestFlopCounter::test_conv_transpose_loop, test/test_flop_counter.py::TestFlopCounter::test_convs, test/test_flop_counter.py::TestFlopCounter::test_custom, test/test_flop_counter.py::TestFlopCounter::test_custom_op, test/test_flop_counter.py::TestFlopCounter::test_flop_counter_variety, test/test_flop_counter.py::TestFlopCounter::test_hook_registration, test/test_flop_counter.py::TestFlopCounter::test_inference_mode, test/test_flop_counter.py::TestFlopCounter::test_module, test/test_flop_counter.py::TestFlopCounter::test_nested_attention_fake_tensors, test/test_flop_counter.py::TestFlopCounter::test_noop, test/test_flop_counter.py::TestFlopCounter::test_op, test/test_flop_counter.py::TestFlopCounter::test_pytrees, test/test_flop_counter.py::TestFlopCounter::test_scaled_mm, test/test_flop_counter.py::TestFlopCounter::test_sdpa, test/test_flop_counter.py::TestFlopCounter::test_sdpa_nested_tensor, test/test_flop_counter.py::TestFlopCounter::test_torchscript, test/test_flop_counter.py::TestFlopCounter::test_warning 2025-09-07T08:12:12.1632026Z 2025-09-07T08:12:15.4135446Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:12:15.4136808Z import pkg_resources 2025-09-07T08:12:15.7532953Z Running dynamo/test_fx_graph_runnable 1/1 ... [2025-09-07 08:12:15.752852] 2025-09-07T08:12:15.7533570Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:12:15.7534875Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_fx_graph_runnable.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:12:15.753209] 2025-09-07T08:13:32.5762620Z 2025-09-07T08:13:32.5763755Z inductor/test_cpu_repro 1/3 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpu_repro_1.3_bfc555e8a61d0947_.log 2025-09-07T08:13:32.5961896Z Running 230 items in this shard: test/inductor/test_cpu_repro.py::CPUReproTests::test_add_layernorm, test/inductor/test_cpu_repro.py::CPUReproTests::test_aten_normal_dtype, test/inductor/test_cpu_repro.py::CPUReproTests::test_auto_zvec_vsx_simd, test/inductor/test_cpu_repro.py::CPUReproTests::test_avx2_bool_constant_pad_nd, test/inductor/test_cpu_repro.py::CPUReproTests::test_bf16_zeros, test/inductor/test_cpu_repro.py::CPUReproTests::test_bitwise_logical_op_bool, test/inductor/test_cpu_repro.py::CPUReproTests::test_bitwise_shift_corner_inputs, test/inductor/test_cpu_repro.py::CPUReproTests::test_channels_last_view_as_complex, test/inductor/test_cpu_repro.py::CPUReproTests::test_consistent_remove_buffers, test/inductor/test_cpu_repro.py::CPUReproTests::test_constant_bool_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_conv2d_autocast, test/inductor/test_cpu_repro.py::CPUReproTests::test_conv_in_channel_1_dynamic_shapes, test/inductor/test_cpu_repro.py::CPUReproTests::test_convert_fp32_int64_oob_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_convert_fp32_to_int64_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_convert_int32_to_int64_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_decomposed_fake_quant_per_channel, test/inductor/test_cpu_repro.py::CPUReproTests::test_dequant_quant_lowering_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_dequant_quant_lowering_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_double_pointwise_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_for_loop_collapsed, test/inductor/test_cpu_repro.py::CPUReproTests::test_full_bits_lowp, test/inductor/test_cpu_repro.py::CPUReproTests::test_fused_node, test/inductor/test_cpu_repro.py::CPUReproTests::test_index_add, test/inductor/test_cpu_repro.py::CPUReproTests::test_index_propagation_issue_102065, test/inductor/test_cpu_repro.py::CPUReproTests::test_inplace_add_alpha, test/inductor/test_cpu_repro.py::CPUReproTests::test_int32_pointwise_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_int64_reduction_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_issue_148058, test/inductor/test_cpu_repro.py::CPUReproTests::test_linear_with_reshape, test/inductor/test_cpu_repro.py::CPUReproTests::test_load_half, test/inductor/test_cpu_repro.py::CPUReproTests::test_load_inf_bf16, test/inductor/test_cpu_repro.py::CPUReproTests::test_load_same_bool_tensor_twice, test/inductor/test_cpu_repro.py::CPUReproTests::test_low_fp_index_expr_issue_147279, 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test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_7, 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test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_masked_fill_softmax, test/inductor/test_cpu_repro.py::CPUReproTests::test_masked_fill_with_inf_or_nan_value, test/inductor/test_cpu_repro.py::CPUReproTests::test_masked_load_int64_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_memory_copy_with_fusion, test/inductor/test_cpu_repro.py::CPUReproTests::test_mkl_linear, test/inductor/test_cpu_repro.py::CPUReproTests::test_nn_param_assign_wrapped, test/inductor/test_cpu_repro.py::CPUReproTests::test_no_redundant_to_dtypes_between_fused_scheduler_node, test/inductor/test_cpu_repro.py::CPUReproTests::test_non_contiguous_index_with_constant_stride, test/inductor/test_cpu_repro.py::CPUReproTests::test_non_contiguous_load_buf_quant_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_outer_loop_fusion, test/inductor/test_cpu_repro.py::CPUReproTests::test_outer_loop_fusion_buffer_remove, test/inductor/test_cpu_repro.py::CPUReproTests::test_pad_with_nan_value, test/inductor/test_cpu_repro.py::CPUReproTests::test_per_channel_fake_quant_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_per_channel_fake_quant_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_per_tensor_fake_quant_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_randint_symint_input, test/inductor/test_cpu_repro.py::CPUReproTests::test_reduction_with_dynamic_threads, test/inductor/test_cpu_repro.py::CPUReproTests::test_relu_with_inf_value, test/inductor/test_cpu_repro.py::CPUReproTests::test_scalar_sign_with_min, test/inductor/test_cpu_repro.py::CPUReproTests::test_scatter_using_atomic_add, test/inductor/test_cpu_repro.py::CPUReproTests::test_sign_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_slice_scatter_default_end_value, test/inductor/test_cpu_repro.py::CPUReproTests::test_tile2d_store_channel_shuffle_cl_quant_output_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_timed_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_to_channels_last_lowp_fp, test/inductor/test_cpu_repro.py::CPUReproTests::test_to_dtype_float_bool, test/inductor/test_cpu_repro.py::CPUReproTests::test_to_uint8_rounding_method, test/inductor/test_cpu_repro.py::CPUReproTests::test_transpose_mxn_16_16_bf16_fp16, test/inductor/test_cpu_repro.py::CPUReproTests::test_transpose_non_contiguous, test/inductor/test_cpu_repro.py::CPUReproTests::test_transpose_vertical_sum_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_two_local_buffers_in_outer_loop_fusion, test/inductor/test_cpu_repro.py::CPUReproTests::test_uint64_pointwise_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_unrolled_bool_prod_vectorized, test/inductor/test_cpu_repro.py::CPUReproTests::test_unsupported_conv_transpose, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_compare_op_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_logical, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_randn, test/inductor/test_cpu_repro.py::CPUReproTests::test_view_dtype 2025-09-07T08:13:32.6196742Z 2025-09-07T08:13:35.8817863Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:13:35.8819246Z import pkg_resources 2025-09-07T08:13:36.2311695Z Running inductor/test_ordered_set 1/1 ... [2025-09-07 08:13:36.230731] 2025-09-07T08:13:36.2312170Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:13:36.2314771Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_ordered_set.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:13:36.231133] 2025-09-07T08:13:41.6063565Z 2025-09-07T08:13:41.6065186Z inductor/test_ordered_set 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_ordered_set_1.1_5969c8609927516a_.log 2025-09-07T08:13:41.6150807Z Running 401 items in this shard: test/inductor/test_ordered_set.py::TestJointOps::test_and, test/inductor/test_ordered_set.py::TestJointOps::test_badcmp, test/inductor/test_ordered_set.py::TestJointOps::test_container_iterator, test/inductor/test_ordered_set.py::TestJointOps::test_contains, test/inductor/test_ordered_set.py::TestJointOps::test_cyclical_repr, test/inductor/test_ordered_set.py::TestJointOps::test_deepcopy, test/inductor/test_ordered_set.py::TestJointOps::test_difference, test/inductor/test_ordered_set.py::TestJointOps::test_do_not_rehash_dict_keys, test/inductor/test_ordered_set.py::TestJointOps::test_equality, test/inductor/test_ordered_set.py::TestJointOps::test_free_after_iterating, test/inductor/test_ordered_set.py::TestJointOps::test_gc, test/inductor/test_ordered_set.py::TestJointOps::test_intersection, test/inductor/test_ordered_set.py::TestJointOps::test_isdisjoint, test/inductor/test_ordered_set.py::TestJointOps::test_iterator_pickling, test/inductor/test_ordered_set.py::TestJointOps::test_len, test/inductor/test_ordered_set.py::TestJointOps::test_new_or_init, test/inductor/test_ordered_set.py::TestJointOps::test_or, test/inductor/test_ordered_set.py::TestJointOps::test_pickling, test/inductor/test_ordered_set.py::TestJointOps::test_setOfFrozensets, test/inductor/test_ordered_set.py::TestJointOps::test_sub, test/inductor/test_ordered_set.py::TestJointOps::test_sub_and_super, test/inductor/test_ordered_set.py::TestJointOps::test_subclass_with_custom_hash, test/inductor/test_ordered_set.py::TestJointOps::test_symmetric_difference, test/inductor/test_ordered_set.py::TestJointOps::test_union, test/inductor/test_ordered_set.py::TestJointOps::test_uniquification, test/inductor/test_ordered_set.py::TestJointOps::test_xor, test/inductor/test_ordered_set.py::TestSet::test_add, test/inductor/test_ordered_set.py::TestSet::test_and, test/inductor/test_ordered_set.py::TestSet::test_badcmp, test/inductor/test_ordered_set.py::TestSet::test_clear, test/inductor/test_ordered_set.py::TestSet::test_constructor_identity, test/inductor/test_ordered_set.py::TestSet::test_container_iterator, test/inductor/test_ordered_set.py::TestSet::test_contains, test/inductor/test_ordered_set.py::TestSet::test_copy, test/inductor/test_ordered_set.py::TestSet::test_cyclical_repr, test/inductor/test_ordered_set.py::TestSet::test_deepcopy, test/inductor/test_ordered_set.py::TestSet::test_difference, test/inductor/test_ordered_set.py::TestSet::test_difference_update, test/inductor/test_ordered_set.py::TestSet::test_discard, test/inductor/test_ordered_set.py::TestSet::test_do_not_rehash_dict_keys, test/inductor/test_ordered_set.py::TestSet::test_equality, test/inductor/test_ordered_set.py::TestSet::test_free_after_iterating, test/inductor/test_ordered_set.py::TestSet::test_gc, test/inductor/test_ordered_set.py::TestSet::test_hash, test/inductor/test_ordered_set.py::TestSet::test_iand, test/inductor/test_ordered_set.py::TestSet::test_init, test/inductor/test_ordered_set.py::TestSet::test_inplace_on_self, test/inductor/test_ordered_set.py::TestSet::test_intersection, test/inductor/test_ordered_set.py::TestSet::test_intersection_update, test/inductor/test_ordered_set.py::TestSet::test_ior, test/inductor/test_ordered_set.py::TestSet::test_isdisjoint, test/inductor/test_ordered_set.py::TestSet::test_isub, test/inductor/test_ordered_set.py::TestSet::test_iterator_pickling, test/inductor/test_ordered_set.py::TestSet::test_ixor, test/inductor/test_ordered_set.py::TestSet::test_len, test/inductor/test_ordered_set.py::TestSet::test_new_or_init, test/inductor/test_ordered_set.py::TestSet::test_or, test/inductor/test_ordered_set.py::TestSet::test_pickling, test/inductor/test_ordered_set.py::TestSet::test_pop, test/inductor/test_ordered_set.py::TestSet::test_remove, test/inductor/test_ordered_set.py::TestSet::test_remove_keyerror_set, test/inductor/test_ordered_set.py::TestSet::test_remove_keyerror_unpacking, test/inductor/test_ordered_set.py::TestSet::test_rich_compare, test/inductor/test_ordered_set.py::TestSet::test_setOfFrozensets, test/inductor/test_ordered_set.py::TestSet::test_set_literal, test/inductor/test_ordered_set.py::TestSet::test_set_literal_evaluation_order, test/inductor/test_ordered_set.py::TestSet::test_set_literal_insertion_order, test/inductor/test_ordered_set.py::TestSet::test_sub, test/inductor/test_ordered_set.py::TestSet::test_sub_and_super, test/inductor/test_ordered_set.py::TestSet::test_subclass_with_custom_hash, test/inductor/test_ordered_set.py::TestSet::test_symmetric_difference, test/inductor/test_ordered_set.py::TestSet::test_symmetric_difference_update, test/inductor/test_ordered_set.py::TestSet::test_union, test/inductor/test_ordered_set.py::TestSet::test_uniquification, test/inductor/test_ordered_set.py::TestSet::test_update, test/inductor/test_ordered_set.py::TestSet::test_weakref, test/inductor/test_ordered_set.py::TestSet::test_xor, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_length, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_in, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_length, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_not_in, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_in, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_length, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_not_in, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_length, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsString::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsString::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsString::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsString::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsString::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsString::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsString::test_length, test/inductor/test_ordered_set.py::TestBasicOpsString::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsString::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsString::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsString::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsString::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsString::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsString::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsString::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsString::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_length, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_length, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_union_empty, test/inductor/test_ordered_set.py::TestExceptionPropagation::test_changingSizeWhileIterating, test/inductor/test_ordered_set.py::TestExceptionPropagation::test_instanceWithException, test/inductor/test_ordered_set.py::TestExceptionPropagation::test_instancesWithoutException, test/inductor/test_ordered_set.py::TestSetOfSets::test_constructor, test/inductor/test_ordered_set.py::TestBinaryOps::test_eq, test/inductor/test_ordered_set.py::TestBinaryOps::test_intersection_non_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_intersection_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_intersection_subset, test/inductor/test_ordered_set.py::TestBinaryOps::test_intersection_superset, test/inductor/test_ordered_set.py::TestBinaryOps::test_isdisjoint_non_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_isdisjoint_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_isdisjoint_subset, test/inductor/test_ordered_set.py::TestBinaryOps::test_isdisjoint_superset, test/inductor/test_ordered_set.py::TestBinaryOps::test_sym_difference_non_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_sym_difference_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_sym_difference_subset, test/inductor/test_ordered_set.py::TestBinaryOps::test_sym_difference_superset, test/inductor/test_ordered_set.py::TestBinaryOps::test_union_non_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_union_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_union_subset, test/inductor/test_ordered_set.py::TestBinaryOps::test_union_superset, test/inductor/test_ordered_set.py::TestUpdateOps::test_difference_method_call, test/inductor/test_ordered_set.py::TestUpdateOps::test_difference_non_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_difference_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_difference_subset, test/inductor/test_ordered_set.py::TestUpdateOps::test_difference_superset, test/inductor/test_ordered_set.py::TestUpdateOps::test_intersection_method_call, test/inductor/test_ordered_set.py::TestUpdateOps::test_intersection_non_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_intersection_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_intersection_subset, test/inductor/test_ordered_set.py::TestUpdateOps::test_intersection_superset, test/inductor/test_ordered_set.py::TestUpdateOps::test_sym_difference_method_call, test/inductor/test_ordered_set.py::TestUpdateOps::test_sym_difference_non_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_sym_difference_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_sym_difference_subset, test/inductor/test_ordered_set.py::TestUpdateOps::test_sym_difference_superset, test/inductor/test_ordered_set.py::TestUpdateOps::test_union_method_call, test/inductor/test_ordered_set.py::TestUpdateOps::test_union_non_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_union_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_union_subset, test/inductor/test_ordered_set.py::TestUpdateOps::test_union_superset, test/inductor/test_ordered_set.py::TestMutate::test_add_absent, test/inductor/test_ordered_set.py::TestMutate::test_add_present, test/inductor/test_ordered_set.py::TestMutate::test_add_until_full, test/inductor/test_ordered_set.py::TestMutate::test_clear, test/inductor/test_ordered_set.py::TestMutate::test_discard_absent, test/inductor/test_ordered_set.py::TestMutate::test_discard_present, test/inductor/test_ordered_set.py::TestMutate::test_pop, test/inductor/test_ordered_set.py::TestMutate::test_remove_absent, test/inductor/test_ordered_set.py::TestMutate::test_remove_present, test/inductor/test_ordered_set.py::TestMutate::test_remove_until_empty, test/inductor/test_ordered_set.py::TestMutate::test_update_empty_tuple, test/inductor/test_ordered_set.py::TestMutate::test_update_unit_tuple_non_overlap, test/inductor/test_ordered_set.py::TestMutate::test_update_unit_tuple_overlap, test/inductor/test_ordered_set.py::TestSubsets::test_issubset, test/inductor/test_ordered_set.py::TestSubsetEqualEmpty::test_issubset, test/inductor/test_ordered_set.py::TestSubsetEqualNonEmpty::test_issubset, test/inductor/test_ordered_set.py::TestSubsetEmptyNonEmpty::test_issubset, test/inductor/test_ordered_set.py::TestSubsetPartial::test_issubset, test/inductor/test_ordered_set.py::TestSubsetNonOverlap::test_issubset, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_union, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_update, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_union, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_update, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_union, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_update, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_union, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_update, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsString::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsString::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsString::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsString::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsString::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsString::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsString::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsString::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsString::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsString::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsString::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsString::test_union, test/inductor/test_ordered_set.py::TestOnlySetsString::test_update, test/inductor/test_ordered_set.py::TestOnlySetsString::test_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_union, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_update, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_update_operator, test/inductor/test_ordered_set.py::TestCopyingEmpty::test_copy, test/inductor/test_ordered_set.py::TestCopyingEmpty::test_deep_copy, test/inductor/test_ordered_set.py::TestCopyingSingleton::test_copy, test/inductor/test_ordered_set.py::TestCopyingSingleton::test_deep_copy, test/inductor/test_ordered_set.py::TestCopyingTriple::test_copy, test/inductor/test_ordered_set.py::TestCopyingTriple::test_deep_copy, test/inductor/test_ordered_set.py::TestCopyingTuple::test_copy, test/inductor/test_ordered_set.py::TestCopyingTuple::test_deep_copy, test/inductor/test_ordered_set.py::TestCopyingNested::test_copy, test/inductor/test_ordered_set.py::TestCopyingNested::test_deep_copy, test/inductor/test_ordered_set.py::TestIdentities::test_binopsVsSubsets, test/inductor/test_ordered_set.py::TestIdentities::test_commutativity, test/inductor/test_ordered_set.py::TestIdentities::test_exclusion, test/inductor/test_ordered_set.py::TestIdentities::test_summations, test/inductor/test_ordered_set.py::TestVariousIteratorArgs::test_constructor, test/inductor/test_ordered_set.py::TestVariousIteratorArgs::test_inline_methods, test/inductor/test_ordered_set.py::TestVariousIteratorArgs::test_inplace_methods, test/inductor/test_ordered_set.py::TestWeirdBugs::test_8420_set_merge, test/inductor/test_ordered_set.py::TestWeirdBugs::test_iter_and_mutate, test/inductor/test_ordered_set.py::TestWeirdBugs::test_merge_and_mutate, test/inductor/test_ordered_set.py::TestGraphs::test_cube, test/inductor/test_ordered_set.py::TestGraphs::test_cuboctahedron 2025-09-07T08:13:41.6233345Z 2025-09-07T08:13:44.9034003Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:13:44.9035878Z import pkg_resources 2025-09-07T08:13:45.2291482Z Running dynamo/test_recompiles 1/1 ... [2025-09-07 08:13:45.228732] 2025-09-07T08:13:45.2291949Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:13:45.2293901Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_recompiles.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:13:45.229106] 2025-09-07T08:13:53.7192798Z 2025-09-07T08:13:53.7194022Z dynamo/test_fx_graph_runnable 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_fx_graph_runnable_1.1_d01fde51d5d8bfe3_.log 2025-09-07T08:13:53.7199412Z Running 15 items in this shard: test/dynamo/test_fx_graph_runnable.py::FxGraphRunnableTest::test_all_gather_collective, test/dynamo/test_fx_graph_runnable.py::FxGraphRunnableTest::test_all_reduce_collective, test/dynamo/test_fx_graph_runnable.py::FxGraphRunnableTest::test_basic_tensor_add, test/dynamo/test_fx_graph_runnable.py::FxGraphRunnableTest::test_broadcast_add_dynamic, test/dynamo/test_fx_graph_runnable.py::FxGraphRunnableTest::test_broadcast_collective, test/dynamo/test_fx_graph_runnable.py::FxGraphRunnableTest::test_dtensor_compile_redistribute, test/dynamo/test_fx_graph_runnable.py::FxGraphRunnableTest::test_dynamic_shapes_run, test/dynamo/test_fx_graph_runnable.py::FxGraphRunnableTest::test_reduce_scatter_collective, test/dynamo/test_fx_graph_runnable.py::FxGraphRunnableTest::test_scalar_multiply, test/dynamo/test_fx_graph_runnable.py::FxGraphRunnableTest::test_toy_model_basic, test/dynamo/test_fx_graph_runnable.py::FxGraphRunnableTest::test_toy_model_batch_processing, test/dynamo/test_fx_graph_runnable.py::FxGraphRunnableTest::test_toy_model_dynamic_batch, test/dynamo/test_fx_graph_runnable.py::FxGraphRunnableTest::test_two_inputs_matmul, test/dynamo/test_fx_graph_runnable.py::FxGraphRunnableTest::test_user_defined_triton_kernel, test/dynamo/test_fx_graph_runnable.py::FxGraphRunnableTest::test_user_defined_triton_kernel_autotune 2025-09-07T08:13:53.7203372Z 2025-09-07T08:13:55.2138851Z 2025-09-07T08:13:55.2139760Z dynamo/test_recompiles 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_recompiles_1.1_03288af75ed019f5_.log 2025-09-07T08:13:55.2146302Z Running 18 items in this shard: test/dynamo/test_recompiles.py::RecompileTests::test_aliasing_guard_failures, test/dynamo/test_recompiles.py::RecompileTests::test_aliasing_guard_failures_with_globals, test/dynamo/test_recompiles.py::RecompileTests::test_ambient_autocast_recompile, test/dynamo/test_recompiles.py::RecompileTests::test_autocast_constant_fold, test/dynamo/test_recompiles.py::RecompileTests::test_automatic_dynamic_on_closed_ints, test/dynamo/test_recompiles.py::RecompileTests::test_automatic_dynamic_reduce_recompiles, test/dynamo/test_recompiles.py::RecompileTests::test_automatic_dynamic_shapes_mark_as_oblivious, test/dynamo/test_recompiles.py::RecompileTests::test_automatic_dynamic_shapes_mark_as_oblivious_fail_counterfactual, test/dynamo/test_recompiles.py::RecompileTests::test_automatic_dynamic_shapes_mark_as_unbacked, test/dynamo/test_recompiles.py::RecompileTests::test_automatic_dynamic_tensor_scalar_change, test/dynamo/test_recompiles.py::RecompileTests::test_dunder_call_recompile, test/dynamo/test_recompiles.py::RecompileTests::test_dynamic_shape_parameter_recompile, test/dynamo/test_recompiles.py::RecompileTests::test_inline_inbuilt_nn_modules_candidate, test/dynamo/test_recompiles.py::RecompileTests::test_no_recompile_over_unused_objects, test/dynamo/test_recompiles.py::RecompileTests::test_no_recursive_compile_after_cache_limit_hit, test/dynamo/test_recompiles.py::RecompileTests::test_recompiles_true_false_flop, test/dynamo/test_recompiles.py::RecompileTests::test_run_mode_after_cache_limit_hit, test/dynamo/test_recompiles.py::RecompileTests::test_simple_module_recompile 2025-09-07T08:13:55.2151975Z 2025-09-07T08:13:57.1598254Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:13:57.1599602Z import pkg_resources 2025-09-07T08:13:57.4874003Z Running test_per_overload_api 1/1 ... [2025-09-07 08:13:57.486971] 2025-09-07T08:13:57.4874541Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:13:57.4876392Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_per_overload_api.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:13:57.487367] 2025-09-07T08:13:58.4827300Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:13:58.4828641Z import pkg_resources 2025-09-07T08:13:58.8294709Z Running export/test_cpp_serdes 1/1 ... [2025-09-07 08:13:58.829017] 2025-09-07T08:13:58.8295147Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:13:58.8296791Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_cpp_serdes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:13:58.829390] 2025-09-07T08:14:01.0589459Z 2025-09-07T08:14:01.0590445Z test_per_overload_api 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_per_overload_api_1.1_88fc01bf60b201ca_.log 2025-09-07T08:14:01.0591888Z Running 3 items in this shard: test/test_per_overload_api.py::TestPerOverloadAPI::test_basics_opoverload, test/test_per_overload_api.py::TestPerOverloadAPI::test_basics_opoverloadpacket, test/test_per_overload_api.py::TestPerOverloadAPI::test_decompose 2025-09-07T08:14:01.0592837Z 2025-09-07T08:14:04.2510640Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:14:04.2512332Z import pkg_resources 2025-09-07T08:14:04.5924879Z Running inductor/test_utils 1/1 ... [2025-09-07 08:14:04.592085] 2025-09-07T08:14:04.5925303Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:14:04.5927090Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:14:04.592431] 2025-09-07T08:14:08.1150699Z 2025-09-07T08:14:08.1151745Z inductor/test_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_utils_1.1_e71af3978055341c_.log 2025-09-07T08:14:08.1155458Z Running 7 items in this shard: test/inductor/test_utils.py::TestUtilsCUDA::testSympySubs_cuda, test/inductor/test_utils.py::TestUtilsCUDA::test_flops_fx_cuda, test/inductor/test_utils.py::TestUtilsCUDA::test_get_device_tflops_cuda_bfloat16, test/inductor/test_utils.py::TestUtilsCUDA::test_get_device_tflops_cuda_float16, test/inductor/test_utils.py::TestUtilsCUDA::test_get_device_tflops_cuda_float32, test/inductor/test_utils.py::TestUtilsCUDA::test_sympy_str_cuda, test/inductor/test_utils.py::TestUtilsCUDA::test_zip_schema_cuda 2025-09-07T08:14:08.1158228Z 2025-09-07T08:14:11.2224047Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:14:11.2225533Z import pkg_resources 2025-09-07T08:14:11.5639499Z Running test_pytree 1/1 ... [2025-09-07 08:14:11.563488] 2025-09-07T08:14:11.5640007Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:14:11.5642552Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_pytree.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:14:11.563951] 2025-09-07T08:14:16.9895927Z 2025-09-07T08:14:16.9897033Z test_pytree 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_pytree_1.1_68542f92f5d37522_.log 2025-09-07T08:14:16.9917539Z Running 98 items in this shard: test/test_pytree.py::TestGenericPytree::test_aligned_public_apis, test/test_pytree.py::TestGenericPytree::test_broadcast_to_and_flatten_cxx, test/test_pytree.py::TestGenericPytree::test_broadcast_to_and_flatten_python, test/test_pytree.py::TestGenericPytree::test_enum_treespec_roundtrip_cxx, test/test_pytree.py::TestGenericPytree::test_enum_treespec_roundtrip_python, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_defaultdict_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_defaultdict_python, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_deque_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_deque_python, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_dict_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_dict_python, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_leaf_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_leaf_python, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_list_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_list_python, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_namedtuple_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_namedtuple_python, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_nested_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_nested_python, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_ordereddict_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_ordereddict_python, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_return_types_max_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_return_types_max_python, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_return_types_min_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_return_types_min_python, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_tuple_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_tuple_python, test/test_pytree.py::TestGenericPytree::test_flatten_with_is_leaf_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_with_is_leaf_python, test/test_pytree.py::TestGenericPytree::test_is_namedtuple_cxx, test/test_pytree.py::TestGenericPytree::test_is_namedtuple_python, test/test_pytree.py::TestGenericPytree::test_is_structseq_cxx, test/test_pytree.py::TestGenericPytree::test_is_structseq_python, test/test_pytree.py::TestGenericPytree::test_pytree_serialize_bad_input_cxx, test/test_pytree.py::TestGenericPytree::test_pytree_serialize_bad_input_python, test/test_pytree.py::TestGenericPytree::test_register_pytree_node_cxx, test/test_pytree.py::TestGenericPytree::test_register_pytree_node_python, test/test_pytree.py::TestGenericPytree::test_tree_all_any_cxx, test/test_pytree.py::TestGenericPytree::test_tree_all_any_python, test/test_pytree.py::TestGenericPytree::test_tree_map_cxx, test/test_pytree.py::TestGenericPytree::test_tree_map_multi_inputs_cxx, test/test_pytree.py::TestGenericPytree::test_tree_map_multi_inputs_python, test/test_pytree.py::TestGenericPytree::test_tree_map_only_cxx, test/test_pytree.py::TestGenericPytree::test_tree_map_only_predicate_fn_cxx, test/test_pytree.py::TestGenericPytree::test_tree_map_only_predicate_fn_python, test/test_pytree.py::TestGenericPytree::test_tree_map_only_python, test/test_pytree.py::TestGenericPytree::test_tree_map_python, test/test_pytree.py::TestPythonPytree::test_constant, test/test_pytree.py::TestPythonPytree::test_constant_default_eq_error, test/test_pytree.py::TestPythonPytree::test_constant_default_hash_error, test/test_pytree.py::TestPythonPytree::test_dataclass, test/test_pytree.py::TestPythonPytree::test_deprecated_register_pytree_node, test/test_pytree.py::TestPythonPytree::test_flatten_flatten_with_key_consistency, test/test_pytree.py::TestPythonPytree::test_import_pytree_doesnt_import_optree, test/test_pytree.py::TestPythonPytree::test_key_access, test/test_pytree.py::TestPythonPytree::test_key_str, test/test_pytree.py::TestPythonPytree::test_pytree_context_serialize_bad, test/test_pytree.py::TestPythonPytree::test_pytree_custom_type_serialize, test/test_pytree.py::TestPythonPytree::test_pytree_custom_type_serialize_bad, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_bad_protocol, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_defaultdict_enum, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_enum, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_namedtuple, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_namedtuple_bad, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_register_bad, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec0, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec1, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec2, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec3, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec4, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec5, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec6, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec7, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec8, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec9, test/test_pytree.py::TestPythonPytree::test_register_dataclass_class, test/test_pytree.py::TestPythonPytree::test_saved_serialized, test/test_pytree.py::TestPythonPytree::test_tree_flatten_with_path_is_leaf, test/test_pytree.py::TestPythonPytree::test_tree_flatten_with_path_roundtrip, test/test_pytree.py::TestPythonPytree::test_tree_leaves_with_path, test/test_pytree.py::TestPythonPytree::test_tree_map_with_path, test/test_pytree.py::TestPythonPytree::test_tree_map_with_path_multiple_trees, test/test_pytree.py::TestPythonPytree::test_treespec_equality, test/test_pytree.py::TestPythonPytree::test_treespec_repr, test/test_pytree.py::TestCxxPytree::test_pytree_custom_type_serialize, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_namedtuple, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec0, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec1, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec2, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec3, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec4, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec5, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec6, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec7, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec8, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec9, test/test_pytree.py::TestCxxPytree::test_treespec_equality, test/test_pytree.py::TestCxxPytree::test_treespec_repr 2025-09-07T08:14:16.9936677Z 2025-09-07T08:14:20.2769912Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:14:20.2771530Z import pkg_resources 2025-09-07T08:14:20.6151621Z Running inductor/test_fp8 1/1 ... [2025-09-07 08:14:20.614690] 2025-09-07T08:14:20.6152082Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:14:20.6153812Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_fp8.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:14:20.615084] 2025-09-07T08:15:09.7853399Z 2025-09-07T08:15:09.7854585Z export/test_cpp_serdes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_cpp_serdes_1.1_9a807cef79334dd4_.log 2025-09-07T08:15:09.7970109Z Running 407 items in this shard: test/export/test_cpp_serdes.py::CppSerdesTestExport::test__scaled_dot_product_flash_attention_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_additional_inputs_constants_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_allow_explicit_guards_as_runtime_asserts_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_args_type_checked_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_aten_lift_fresh_copy_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_attention_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_attr_assignment_extra_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_automatic_constrain_size_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_automatic_dynamic_shapes_constant_relation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_automatic_dynamic_shapes_linear_relation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_automatic_dynamic_shapes_simple_equality_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_baddbmm_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_basic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_basic_non_strict_fake_tensor_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_basic_non_strict_real_tensor_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_bincount_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_buffer_util_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_capture_subclass_constructor_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_capture_subclass_constructor_torch_ir_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_capture_subclass_wrong_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_ccode_python_mod_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_check_specialized_int_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_checks_to_constrain_range_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cleanup_dynamic_markers_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_colin_unbacked_backed_vr_sub_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_colon_parameter_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_compiling_state_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cond_access_identical_symint_closure_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cond_branches_return_constant_int_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cond_branches_return_same_int_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cond_buffers_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cond_contains_unbacked_no_escape_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cond_int_closure_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cond_unflatten_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cond_with_module_stack_export_with_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cond_with_module_stack_export_with_unflatten_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constant_aliasing_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constant_input_naming_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constant_no_user_inp_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constant_output_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constant_output_dup_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constant_requires_grad_const_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constant_return_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constant_tensor_mutation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constant_tensor_with_non_functional_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constant_tensor_with_non_functional_nested_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constrain_decomp_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constrain_size_in_eager_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constrain_size_with_constrain_value_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constrain_size_with_various_cases_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_conv_dynamic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_crop_like_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cse_for_symint_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_custom_op_auto_functionalize_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_custom_op_auto_functionalize_pre_dispatch_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_custom_op_auto_warn_pre_dispatch_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_custom_op_preserve_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_custom_pytree_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_custom_tag_metadata_re_export_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_decomp_batch_norm_functional_predispatch_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_decomp_item_in_prim_after_decomposition_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_decomp_item_in_prim_before_decomposition_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_default_decomposition_core_cia_ops_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_derived_dim_1_2_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_derived_dim_basic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_derived_dim_integer_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_derived_dim_nested_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_derived_dim_out_of_order_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_derived_dim_out_of_order_repeat_derived_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_derived_dim_out_of_order_simplified_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_derived_dim_repeat_derived_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_detect_leak_nonstrict_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_detect_leak_nonstrict_with_stacktrace_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_detect_leak_strict_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_device_to_dynamic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_device_to_gpu_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_device_to_mutation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_device_to_mutation_float_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_device_to_static_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dim_1_2_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dim_auto_and_dim_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dim_dynamic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dim_dynamic_divisibility_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dim_dynamic_specialization_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dim_hint_range_violations_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dim_hint_ranges_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_disable_forced_specializations_errors_cpp_serdes, 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test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_module_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_preserve_linear_at_aot_level_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_preserve_linear_but_not_custom_op_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_scan_pytree_output_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_script_module_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_statically_known_true_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_then_compile_tensor_ctor_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_with_autocast_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_with_fake_tensor_inputs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_with_fake_tensor_inputs_on_cuda_devices_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_with_inline_constraints_complex_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_with_inline_constraints_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_with_set_grad_enabled_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_with_wrong_inputs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_external_call_non_strict_real_tensor_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_fake_inputs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_fake_weights_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_filter_traceback_frames_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_float_conversion_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_float_conversion_from_int_cpp_serdes, 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test/export/test_cpp_serdes.py::CppSerdesTestExport::test_inline_script_function_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_inline_script_method_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_int_shape_specialization_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_intermediate_shape_comp_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_is_exporting_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_is_non_negative_check_function_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_is_nonzero_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_isnonzero_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_issue_113041_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_issue_157289_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_istft_op_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_keep_composite_ops_invalid_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_keep_composite_ops_linear_convd_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_keep_composite_ops_linear_convd_for_training_ir_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_kwarg_dynamic_shapes_diff_order_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_kwargs_reorder_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_layer_norm_unbacked_normalized_shape_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_layer_sharing_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_lazy_module_kwargs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_lifted_constants_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_linear_conv_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_malformed_fqn_from_source_name_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_map_buffers_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_map_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_mask_nonzero_static_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_masked_select_dynamic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_math_pow_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_mismatched_dynamic_shapes_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_mixed_input_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_module_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_module_dict_key_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_module_input_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_module_input_subclasses_parameterization_nested_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_module_list_slice_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_module_with_dict_container_inp_out_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_modules_access_for_deleted_submodule_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_more_multidimensional_slicing_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_multidimensional_slicing_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_multinomial_dynamic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_multiple_definitions_same_name_dim_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_nested_dynamic_shapes_spec_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_nested_module_cpp_serdes, 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test/export/test_cpp_serdes.py::CppSerdesTestExport::test_no_tensor_computation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_non_arg_name_dynamic_shapes_api_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_non_arg_name_dynamic_shapes_api_with_container_type_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_non_persistent_buffer_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_non_strict_dynamic_shapes_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_non_strict_dynamic_shapes_suggested_fixes_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_none_buffers_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_nonstrict_retrace_preserves_metadata_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_nonzero_2_cpp_serdes, 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test/export/test_cpp_serdes.py::CppSerdesTestExport::test_placeholder_naming_order_variadic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_placeholder_update_preserving_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_predispatch_cond_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_predispatch_grad_wrappers_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_preserve_module_call_signature_unflatten_specialization_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_preserve_requires_grad_placeholders_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_preserve_shape_dynamism_for_unused_inputs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_profiling_code_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_python_asserts_with_sym_int_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_pytree_register_data_class_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_pytree_register_nested_data_class_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_range_constraints_with_replacement_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_real_tensor_alias_dtype_mismatch_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_real_tensor_bool_cast_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_real_tensor_errors_on_aliasing_custom_op_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_real_tensor_for_max_op_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_real_tensor_size_mismatch_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_redundant_assert_max_upper_bound_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_redundant_asserts_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_refine_dynamic_shapes_from_suggested_fixes_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_register_constant_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_repeat_interleave_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_replace_unbacked_with_very_large_upperbound_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_replaced_unbacked_bindings_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_reshape_view_helper_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_retracable_ep_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_retrace_pre_autograd_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_run_decomposition_supports_user_input_mutation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_run_decompositions_keep_metadata_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_run_decompositions_keep_tensor_constant_metadata_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_runtime_assert_for_prim_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_runtime_assert_for_prm_str_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_runtime_assert_with_size_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_sdpa_gqa_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_sequential_slicing_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_set_example_inputs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_set_grad_as_side_effect_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_set_grad_empty_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_set_grad_unflatten_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_setgrad_lifted_tensor_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_shared_submodule_nn_module_stack_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_simple_export_for_training_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_simple_unbacked_view_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_size_input_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_slice_nn_module_stack_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_solver_unsupported_sympy_function_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_specialize_derived_dim_roots_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_split_const_gm_with_lifted_constants_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_stack_trace_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_stack_trace_make_fx_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_state_primitives_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_state_shape_attribute_assignment_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_state_tensors_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_static_dim_constraints_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_subclass_nested_attr_access_complicated_metadata_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_subclass_nested_attr_access_const_metadata_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_subclass_nested_attr_access_const_metadata_not_top_level_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_subclass_nested_attr_access_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_subclass_nested_attr_access_submodule_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_subclasses_parameterization_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_subclasses_parameterization_nested_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_suggest_torch_checks_with_non_negative_check_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_suggest_torch_checks_with_regular_check_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_suggested_fixes_for_data_dependent_errors_basic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_suggested_fixes_new_roots_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_sym_float_operators_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_sym_or_sym_and_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_sym_sqrt_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_symbool_item_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_symfloat_item_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_symint_input_additional_inputs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_symint_input_basic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_symint_input_ranges_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_symint_input_shapes_collection_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_symint_input_specialization_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_symint_item_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_symint_output_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_symint_tensor_return_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_tensor_attribute_zero_args_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_tensor_constant_aten_to_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_tensor_constant_with_wrapped_method_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_to_module_with_mutated_buffer_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_to_module_with_mutated_buffer_multiple_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_tolist_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_torch_check_eq_commutativity_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_torch_fn_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_trace_under_fake_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_train_eval_on_exported_preautograd_module_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_3d_matmul_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_bincount_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_bindings_for_divisible_u_symint_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_deferred_runtime_retrace_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_expand_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_infer_size_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_kth_value_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_linear_layer_norm_input_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_noncontig_lin_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_pad_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_scalar_constructor_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_slice_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_to_cond_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_to_cond_passthrough_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_unsqueeze_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_asserts_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_buffer_update_child2parent_swap_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_closure_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_isinstance_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_multiple_graphs_dispatch_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_multiple_graphs_shared_submodule_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_multiple_graphs_state_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_no_unroll_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_placeholder_update_child2parent_swap_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_placeholder_update_grandchild2cousin_swap_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_5_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_6_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_buf_8_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_const_preserving_3_1_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_const_preserving_3_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_mutating_buf_4_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_mutating_buf_6_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_mutating_buf_9_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_preserving_4_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unused_aliases_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unused_constant_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_use_embedding_twice_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_user_input_and_buffer_mutation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_vmap_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_while_loop_assert_separation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_while_loop_index_assertions_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_while_loop_simple_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_while_loop_tensor_constant_idx_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_wrapper_module_cpp_serdes 2025-09-07T08:15:09.8079451Z 2025-09-07T08:15:13.0574236Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:15:13.0575634Z import pkg_resources 2025-09-07T08:15:13.3974608Z Running dynamo/test_nested_graph_breaks 1/1 ... [2025-09-07 08:15:13.397028] 2025-09-07T08:15:13.3975313Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:15:13.3976576Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_nested_graph_breaks.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:15:13.397384] 2025-09-07T08:15:24.4853451Z 2025-09-07T08:15:24.4854798Z dynamo/test_nested_graph_breaks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_nested_graph_breaks_1.1_9c82d63bc7f82f0b_.log 2025-09-07T08:15:24.4859509Z Running 14 items in this shard: test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_cells, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_differing_arg_nums, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_differing_locals_nums, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_doubly_nested_graph_break, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_inactive_ctx_manager, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_nested_graph_break_in_loop, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_nested_graph_break_in_try_block, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_no_recompiles, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_side_effects_cells, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_side_effects_globals, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_side_effects_globals_different_module, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_single_graph_break, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_single_graph_break_repeat, test/dynamo/test_nested_graph_breaks.py::NestedGraphBreakTests::test_supported_ctx_manager 2025-09-07T08:15:24.4863388Z 2025-09-07T08:15:27.7792016Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:15:27.7793678Z import pkg_resources 2025-09-07T08:15:28.1273633Z Running dynamo/test_pre_dispatch 1/1 ... [2025-09-07 08:15:28.126828] 2025-09-07T08:15:28.1274168Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:15:28.1275868Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_pre_dispatch.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:15:28.127250] 2025-09-07T08:15:32.2003673Z 2025-09-07T08:15:32.2004830Z dynamo/test_pre_dispatch 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_pre_dispatch_1.1_a1d86405f2e6c8bb_.log 2025-09-07T08:15:32.2006495Z Running 3 items in this shard: test/dynamo/test_pre_dispatch.py::PreDispatchTests::test_autocast_simple, test/dynamo/test_pre_dispatch.py::PreDispatchTests::test_enable_grad_and_no_grad, test/dynamo/test_pre_dispatch.py::PreDispatchTests::test_no_grad_simple 2025-09-07T08:15:32.2007490Z 2025-09-07T08:15:35.3701119Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:15:35.3703273Z import pkg_resources 2025-09-07T08:15:35.7100042Z Running dynamo/test_fx_passes_pre_grad 1/1 ... [2025-09-07 08:15:35.709514] 2025-09-07T08:15:35.7100714Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:15:35.7102123Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_fx_passes_pre_grad.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:15:35.709881] 2025-09-07T08:15:42.6892176Z 2025-09-07T08:15:42.6893225Z dynamo/test_fx_passes_pre_grad 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_fx_passes_pre_grad_1.1_32cc6bda5241b4bd_.log 2025-09-07T08:15:42.6894744Z Running 1 items in this shard: test/dynamo/test_fx_passes_pre_grad.py::FxPassesPreGradTests::test_pass_execution_and_save 2025-09-07T08:15:42.6895340Z 2025-09-07T08:15:45.9701671Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:15:45.9703026Z import pkg_resources 2025-09-07T08:15:46.3183791Z Running inductor/test_combo_kernels 1/1 ... [2025-09-07 08:15:46.317879] 2025-09-07T08:15:46.3184480Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:15:46.3185529Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_combo_kernels.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:15:46.318259] 2025-09-07T08:16:49.2161955Z 2025-09-07T08:16:49.2163225Z inductor/test_combo_kernels 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_combo_kernels_1.1_407b11963c04d2fd_.log 2025-09-07T08:16:49.2174653Z Running 20 items in this shard: test/inductor/test_combo_kernels.py::ComboKernelTests::test_2d_blocking_partitioning, test/inductor/test_combo_kernels.py::ComboKernelTests::test_activation_functions, test/inductor/test_combo_kernels.py::ComboKernelTests::test_mutated_args, test/inductor/test_combo_kernels.py::ComboKernelTests::test_reduce_functions, test/inductor/test_combo_kernels.py::ComboKernelTests::test_reduce_split, test/inductor/test_combo_kernels.py::ComboKernelBenchmarkTests::test_2d_blocking_benchmark, test/inductor/test_combo_kernels.py::ComboKernelBenchmarkTests::test_activation_benchmark, test/inductor/test_combo_kernels.py::ComboKernelBenchmarkTests::test_mutated_benchmark, test/inductor/test_combo_kernels.py::ComboKernelBenchmarkTests::test_persistent_reduction_no_x_dim, test/inductor/test_combo_kernels.py::ComboKernelBenchmarkTests::test_reduce_benchmark, test/inductor/test_combo_kernels.py::ComboKernelBenchmarkTests::test_round_robin_dispatch, test/inductor/test_combo_kernels.py::ComboKernelDynamicShapesTests::test_dynamic_shapes_2d_blocking, test/inductor/test_combo_kernels.py::ComboKernelDynamicShapesTests::test_dynamic_shapes_2d_blocking_round_robin, test/inductor/test_combo_kernels.py::ComboKernelDynamicShapesTests::test_dynamic_shapes_activations, test/inductor/test_combo_kernels.py::ComboKernelDynamicShapesTests::test_dynamic_shapes_activations_no_autotune, test/inductor/test_combo_kernels.py::ComboKernelDynamicShapesTests::test_dynamic_shapes_mutated, test/inductor/test_combo_kernels.py::ComboKernelDynamicShapesTests::test_dynamic_shapes_persistent_reduction_mixed_x_dim_cuda, test/inductor/test_combo_kernels.py::ComboKernelDynamicShapesTests::test_dynamic_shapes_persistent_reduction_no_x_dim, test/inductor/test_combo_kernels.py::ComboKernelDynamicShapesTests::test_dynamic_shapes_persistent_reduction_no_x_dim_2, test/inductor/test_combo_kernels.py::ComboKernelDynamicShapesTests::test_dynamic_shapes_reduce 2025-09-07T08:16:49.2185970Z 2025-09-07T08:16:52.5047238Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:16:52.5048626Z import pkg_resources 2025-09-07T08:16:52.8708100Z Running inductor/test_device_assert 1/1 ... [2025-09-07 08:16:52.870281] 2025-09-07T08:16:52.8709759Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:16:52.8711389Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_device_assert.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:16:52.870653] 2025-09-07T08:16:53.8675347Z 2025-09-07T08:16:53.8676146Z inductor/test_fp8 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_fp8_1.1_bdb1ea6054bfe702_.log 2025-09-07T08:16:53.8755452Z Running 240 items in this shard: test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e4m3fn_shape_1,1,15_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e4m3fn_shape_1,1,15_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e4m3fn_shape_1,10,15_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e4m3fn_shape_1,10,15_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e4m3fn_shape_1,10,4096_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e4m3fn_shape_1,10,4096_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e4m3fn_shape_1,10,512_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e4m3fn_shape_1,10,512_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e4m3fn_shape_4,2048,4096_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e4m3fn_shape_4,2048,4096_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e5m2_shape_1,1,15_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e5m2_shape_1,1,15_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e5m2_shape_1,10,15_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e5m2_shape_1,10,15_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e5m2_shape_1,10,4096_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e5m2_shape_1,10,4096_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e5m2_shape_1,10,512_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e5m2_shape_1,10,512_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e5m2_shape_4,2048,4096_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_amax_along_with_fp8_quant_float8_e5m2_shape_4,2048,4096_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e4m3fn_shape_1,1,15_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e4m3fn_shape_1,1,15_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e4m3fn_shape_1,10,15_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e4m3fn_shape_1,10,15_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e4m3fn_shape_1,10,4096_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e4m3fn_shape_1,10,4096_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e4m3fn_shape_1,10,512_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e4m3fn_shape_1,10,512_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e4m3fn_shape_4,2048,4096_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e4m3fn_shape_4,2048,4096_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e5m2_shape_1,1,15_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e5m2_shape_1,1,15_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e5m2_shape_1,10,15_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e5m2_shape_1,10,15_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e5m2_shape_1,10,4096_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e5m2_shape_1,10,4096_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e5m2_shape_1,10,512_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e5m2_shape_1,10,512_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e5m2_shape_4,2048,4096_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_amax_fp8_quant_float8_e5m2_shape_4,2048,4096_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_bad_cast, test/inductor/test_fp8.py::TestFP8Types::test_eager_fallback_bfloat16_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_eager_fallback_bfloat16_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_eager_fallback_float16_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_eager_fallback_float16_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_benchmark_float8_e4m3fn_shape_4,2048,4096_keepdim_False, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_benchmark_float8_e4m3fn_shape_4,2048,4096_keepdim_True, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_benchmark_float8_e5m2_shape_4,2048,4096_keepdim_False, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_benchmark_float8_e5m2_shape_4,2048,4096_keepdim_True, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_False_shape_1,1,15_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_False_shape_1,1,15_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_False_shape_1,10,15_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_False_shape_1,10,15_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_False_shape_1,10,4096_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_False_shape_1,10,4096_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_False_shape_1,10,512_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_False_shape_1,10,512_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_False_shape_4,2048,4096_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_False_shape_4,2048,4096_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_True_shape_1,1,15_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_True_shape_1,1,15_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_True_shape_1,10,15_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_True_shape_1,10,15_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_True_shape_1,10,4096_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_True_shape_1,10,4096_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_True_shape_1,10,512_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_True_shape_1,10,512_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_True_shape_4,2048,4096_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e4m3fn_amax_keep_dim_True_shape_4,2048,4096_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_False_shape_1,1,15_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_False_shape_1,1,15_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_False_shape_1,10,15_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_False_shape_1,10,15_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_False_shape_1,10,4096_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_False_shape_1,10,4096_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_False_shape_1,10,512_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_False_shape_1,10,512_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_False_shape_4,2048,4096_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_False_shape_4,2048,4096_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_True_shape_1,1,15_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_True_shape_1,1,15_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_True_shape_1,10,15_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_True_shape_1,10,15_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_True_shape_1,10,4096_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_True_shape_1,10,4096_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_True_shape_1,10,512_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_True_shape_1,10,512_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_True_shape_4,2048,4096_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_layernorm_fp8_quant_float8_e5m2_amax_keep_dim_True_shape_4,2048,4096_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_bfloat16_float8_e4m3fn_shape_16,16,16_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_bfloat16_float8_e4m3fn_shape_16,16,16_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_bfloat16_float8_e4m3fn_shape_4,2048,4096_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_bfloat16_float8_e4m3fn_shape_4,2048,4096_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_bfloat16_float8_e5m2_shape_16,16,16_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_bfloat16_float8_e5m2_shape_16,16,16_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_bfloat16_float8_e5m2_shape_4,2048,4096_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_bfloat16_float8_e5m2_shape_4,2048,4096_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_float16_float8_e4m3fn_shape_16,16,16_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_float16_float8_e4m3fn_shape_16,16,16_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_float16_float8_e4m3fn_shape_4,2048,4096_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_float16_float8_e4m3fn_shape_4,2048,4096_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_float16_float8_e5m2_shape_16,16,16_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_float16_float8_e5m2_shape_16,16,16_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_float16_float8_e5m2_shape_4,2048,4096_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_float16_float8_e5m2_shape_4,2048,4096_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_float32_float8_e4m3fn_shape_16,16,16_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_float32_float8_e4m3fn_shape_16,16,16_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_float32_float8_e4m3fn_shape_4,2048,4096_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_float32_float8_e4m3fn_shape_4,2048,4096_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_float32_float8_e5m2_shape_16,16,16_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_float32_float8_e5m2_shape_16,16,16_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_float32_float8_e5m2_shape_4,2048,4096_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_to_fp8_saturated_float32_float8_e5m2_shape_4,2048,4096_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_valid_cast_bfloat16_shape_15,3,13_dst_types0_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_valid_cast_bfloat16_shape_15,3,13_dst_types0_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_valid_cast_bfloat16_shape_4,2048,4096_dst_types0_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_valid_cast_bfloat16_shape_4,2048,4096_dst_types0_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_valid_cast_float16_shape_15,3,13_dst_types0_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_valid_cast_float16_shape_15,3,13_dst_types0_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_valid_cast_float16_shape_4,2048,4096_dst_types0_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_valid_cast_float16_shape_4,2048,4096_dst_types0_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_valid_cast_float32_shape_15,3,13_dst_types0_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_valid_cast_float32_shape_15,3,13_dst_types0_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_valid_cast_float32_shape_4,2048,4096_dst_types0_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_valid_cast_float32_shape_4,2048,4096_dst_types0_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_xblock_for_small_numel_float8_e4m3fn_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_xblock_for_small_numel_float8_e4m3fn_device_cuda, test/inductor/test_fp8.py::TestFP8Types::test_xblock_for_small_numel_float8_e5m2_device_cpu, test/inductor/test_fp8.py::TestFP8Types::test_xblock_for_small_numel_float8_e5m2_device_cuda, test/inductor/test_fp8.py::TestFP8Lowering::test_mx_fp8_max_autotune, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_1024_K_1024_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_1024_K_1024_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_1024_K_16_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_1024_K_16_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_1024_K_32_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_1024_K_32_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_1_K_1024_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_1_K_1024_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_1_K_16_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_1_K_16_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_1_K_32_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_1_K_32_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_257_K_1024_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_257_K_1024_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_257_K_16_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_257_K_16_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_257_K_32_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_257_K_32_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_33_K_1024_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_33_K_1024_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_33_K_16_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_33_K_16_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_33_K_32_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_33_K_32_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_3_K_1024_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_3_K_1024_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_3_K_16_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_3_K_16_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_3_K_32_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_acceptable_input_dims_M_3_K_32_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_shape_1024,1024,512_has_bias_False_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_shape_1024,1024,512_has_bias_False_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_shape_1024,1024,512_has_bias_True_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_shape_1024,1024,512_has_bias_True_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_shape_16,16,32_has_bias_False_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_shape_16,16,32_has_bias_False_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_shape_16,16,32_has_bias_True_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_shape_16,16,32_has_bias_True_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_shape_16,32,32_has_bias_False_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_shape_16,32,32_has_bias_False_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_shape_16,32,32_has_bias_True_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_shape_16,32,32_has_bias_True_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_tma_template_shape_1024,1024,512_use_fast_accum_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_tma_template_shape_1024,1024,512_use_fast_accum_True, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_tma_template_shape_16,32,32_use_fast_accum_False, test/inductor/test_fp8.py::TestFP8Lowering::test_rowwise_scaling_tma_template_shape_16,32,32_use_fast_accum_True, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_1024_K_1024_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_1024_K_1024_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_1024_K_16_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_1024_K_16_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_1024_K_32_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_1024_K_32_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_1_K_1024_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_1_K_1024_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_1_K_16_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_1_K_16_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_1_K_32_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_1_K_32_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_257_K_1024_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_257_K_1024_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_257_K_16_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_257_K_16_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_257_K_32_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_257_K_32_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_33_K_1024_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_33_K_1024_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_33_K_16_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_33_K_16_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_33_K_32_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_33_K_32_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_3_K_1024_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_3_K_1024_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_3_K_16_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_3_K_16_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_3_K_32_N_16_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_acceptable_input_dims_M_3_K_32_N_2048_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_bfloat16_shape_1024,1024,512_has_bias_False_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_bfloat16_shape_1024,1024,512_has_bias_False_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_bfloat16_shape_1024,1024,512_has_bias_True_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_bfloat16_shape_1024,1024,512_has_bias_True_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_bfloat16_shape_16,16,32_has_bias_False_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_bfloat16_shape_16,16,32_has_bias_False_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_bfloat16_shape_16,16,32_has_bias_True_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_bfloat16_shape_16,16,32_has_bias_True_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_bfloat16_shape_16,32,32_has_bias_False_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_bfloat16_shape_16,32,32_has_bias_False_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_bfloat16_shape_16,32,32_has_bias_True_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_bfloat16_shape_16,32,32_has_bias_True_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_float32_shape_1024,1024,512_has_bias_False_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_float32_shape_1024,1024,512_has_bias_False_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_float32_shape_1024,1024,512_has_bias_True_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_float32_shape_1024,1024,512_has_bias_True_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_float32_shape_16,16,32_has_bias_False_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_float32_shape_16,16,32_has_bias_False_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_float32_shape_16,16,32_has_bias_True_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_float32_shape_16,16,32_has_bias_True_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_float32_shape_16,32,32_has_bias_False_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_float32_shape_16,32,32_has_bias_False_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_float32_shape_16,32,32_has_bias_True_use_fast_accum_False_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_float32_shape_16,32,32_has_bias_True_use_fast_accum_True_persistent_matmul_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_tma_template_bfloat16_shape_1024,1024,512_use_fast_accum_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_tma_template_bfloat16_shape_1024,1024,512_use_fast_accum_True, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_tma_template_bfloat16_shape_16,32,32_use_fast_accum_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_tma_template_bfloat16_shape_16,32,32_use_fast_accum_True, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_tma_template_float32_shape_1024,1024,512_use_fast_accum_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_tma_template_float32_shape_1024,1024,512_use_fast_accum_True, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_tma_template_float32_shape_16,32,32_use_fast_accum_False, test/inductor/test_fp8.py::TestFP8Lowering::test_tensorwise_scaling_tma_template_float32_shape_16,32,32_use_fast_accum_True, test/inductor/test_fp8.py::TestFP8Lowering::test_unacceptable_input_dims, test/inductor/test_fp8.py::TestFP8Lowering::test_unacceptable_scale_dims_rowwise_scaling 2025-09-07T08:16:53.8831020Z 2025-09-07T08:16:57.0627430Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:16:57.0628756Z import pkg_resources 2025-09-07T08:16:57.4500585Z Running inductor/test_op_completeness 1/1 ... [2025-09-07 08:16:57.449609] 2025-09-07T08:16:57.4501099Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:16:57.4502364Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_op_completeness.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:16:57.449951] 2025-09-07T08:17:01.5226130Z 2025-09-07T08:17:01.5227430Z inductor/test_op_completeness 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_op_completeness_1.1_cf6dde3fedc869a7_.log 2025-09-07T08:17:01.5230797Z Running 5 items in this shard: test/inductor/test_op_completeness.py::TestOpCompleteness::test_cpp_overrides, test/inductor/test_op_completeness.py::TestOpCompleteness::test_cpp_vec_overrides, test/inductor/test_op_completeness.py::TestOpCompleteness::test_halide_overrides, test/inductor/test_op_completeness.py::TestOpCompleteness::test_metal_overrides, test/inductor/test_op_completeness.py::TestOpCompleteness::test_triton_overrides 2025-09-07T08:17:01.5233301Z 2025-09-07T08:17:04.8448013Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:17:04.8449107Z import pkg_resources 2025-09-07T08:17:05.1967678Z Running export/test_tools 1/1 ... [2025-09-07 08:17:05.196242] 2025-09-07T08:17:05.1968296Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:17:05.1969536Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_tools.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:17:05.196631] 2025-09-07T08:17:05.6116134Z 2025-09-07T08:17:05.6117210Z inductor/test_device_assert 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_device_assert_1.1_acb09eeab4a38581_.log 2025-09-07T08:17:05.6120237Z Running 4 items in this shard: test/inductor/test_device_assert.py::TestTorchDeviceAssertTrigger::test_assert_fusion, test/inductor/test_device_assert.py::TestTorchDeviceAssertTrigger::test_assert_should_not_throw, test/inductor/test_device_assert.py::TestTorchDeviceAssertTrigger::test_assert_should_throw, test/inductor/test_device_assert.py::TestTorchDeviceAssertTrigger::test_run_assert_triton 2025-09-07T08:17:05.6122402Z 2025-09-07T08:17:08.9475270Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:17:08.9476626Z import pkg_resources 2025-09-07T08:17:09.2947331Z Running export/test_export_opinfo 1/1 ... [2025-09-07 08:17:09.294287] 2025-09-07T08:17:09.2947989Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:17:09.2949277Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_export_opinfo.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:17:09.294661] 2025-09-07T08:17:10.8232285Z 2025-09-07T08:17:10.8233417Z export/test_tools 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_tools_1.1_59cd3576673d1446_.log 2025-09-07T08:17:10.8234934Z Running 2 items in this shard: test/export/test_tools.py::TestExportTools::test_report_exportability_basic, test/export/test_tools.py::TestExportTools::test_report_exportability_with_issues 2025-09-07T08:17:10.8235651Z 2025-09-07T08:17:13.7834636Z 2025-09-07T08:17:13.7835901Z export/test_export_opinfo 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_opinfo_1.1_053519e2d8a40fd7_.log 2025-09-07T08:17:13.7836954Z Running 0 items in this shard: 2025-09-07T08:17:13.7837108Z 2025-09-07T08:17:14.0262943Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:17:14.0264322Z import pkg_resources 2025-09-07T08:17:14.3871055Z Running dynamo/test_subgraphs 1/1 ... [2025-09-07 08:17:14.386652] 2025-09-07T08:17:14.3871505Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:17:14.3873141Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_subgraphs.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:17:14.387052] 2025-09-07T08:17:17.0165910Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:17:17.0167382Z import pkg_resources 2025-09-07T08:17:17.3674331Z Running profiler/test_kineto 1/1 ... [2025-09-07 08:17:17.366884] 2025-09-07T08:17:17.3675196Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:17:17.3676838Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_kineto.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:17:17.367238] 2025-09-07T08:17:20.9391232Z 2025-09-07T08:17:20.9392335Z profiler/test_kineto 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_kineto_1.1_df4c633d7a9c3a38_.log 2025-09-07T08:17:20.9393879Z Running 1 items in this shard: test/profiler/test_kineto.py::SimpleKinetoInitializationTest::test_kineto_profiler_with_environment_variable 2025-09-07T08:17:20.9394683Z 2025-09-07T08:17:24.1818159Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:17:24.1820159Z import pkg_resources 2025-09-07T08:17:24.5161241Z Running inductor/test_subgraph_choice 1/1 ... [2025-09-07 08:17:24.515630] 2025-09-07T08:17:24.5161900Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:17:24.5163208Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_subgraph_choice.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:17:24.515990] 2025-09-07T08:17:26.2760348Z 2025-09-07T08:17:26.2761218Z dynamo/test_subgraphs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_subgraphs_1.1_41c82f74257cbc4d_.log 2025-09-07T08:17:26.2771474Z Running 44 items in this shard: test/dynamo/test_subgraphs.py::SubGraphTests::test_capi_call1, test/dynamo/test_subgraphs.py::SubGraphTests::test_capi_call2, test/dynamo/test_subgraphs.py::SubGraphTests::test_capi_call3, test/dynamo/test_subgraphs.py::SubGraphTests::test_control_flow1, test/dynamo/test_subgraphs.py::SubGraphTests::test_control_flow2, test/dynamo/test_subgraphs.py::SubGraphTests::test_control_flow3, test/dynamo/test_subgraphs.py::SubGraphTests::test_control_flow4, test/dynamo/test_subgraphs.py::SubGraphTests::test_control_flow5, test/dynamo/test_subgraphs.py::SubGraphTests::test_dynamic_duck_size, test/dynamo/test_subgraphs.py::SubGraphTests::test_dynamic_getitem, test/dynamo/test_subgraphs.py::SubGraphTests::test_dynamic_kwarg, test/dynamo/test_subgraphs.py::SubGraphTests::test_dynamic_order_dependence, test/dynamo/test_subgraphs.py::SubGraphTests::test_dynamic_zero_inference, test/dynamo/test_subgraphs.py::SubGraphTests::test_enumerate_not_break_graph, test/dynamo/test_subgraphs.py::SubGraphTests::test_extended_args, test/dynamo/test_subgraphs.py::SubGraphTests::test_graph_break_on_item, test/dynamo/test_subgraphs.py::SubGraphTests::test_indirect_unsupported1, test/dynamo/test_subgraphs.py::SubGraphTests::test_indirect_unsupported2, test/dynamo/test_subgraphs.py::SubGraphTests::test_indirect_unsupported3, test/dynamo/test_subgraphs.py::SubGraphTests::test_multigraph, test/dynamo/test_subgraphs.py::SubGraphTests::test_no_graph_break_on_item, test/dynamo/test_subgraphs.py::SubGraphTests::test_pop_after_resume, test/dynamo/test_subgraphs.py::SubGraphTests::test_restore_range, test/dynamo/test_subgraphs.py::SubGraphTests::test_restore_range_iter, test/dynamo/test_subgraphs.py::SubGraphTests::test_restore_state, test/dynamo/test_subgraphs.py::SubGraphTests::test_resume1, test/dynamo/test_subgraphs.py::SubGraphTests::test_resume2, test/dynamo/test_subgraphs.py::SubGraphTests::test_resume3, test/dynamo/test_subgraphs.py::SubGraphTests::test_resume4, test/dynamo/test_subgraphs.py::SubGraphTests::test_resume5, test/dynamo/test_subgraphs.py::SubGraphTests::test_resume_freevars, test/dynamo/test_subgraphs.py::SubGraphTests::test_resume_paths_join, test/dynamo/test_subgraphs.py::SubGraphTests::test_resume_tuple_iterator, test/dynamo/test_subgraphs.py::SubGraphTests::test_resume_with_no_grad1, test/dynamo/test_subgraphs.py::SubGraphTests::test_resume_with_no_grad2, test/dynamo/test_subgraphs.py::SubGraphTests::test_resume_with_no_grad3, test/dynamo/test_subgraphs.py::SubGraphTests::test_stack_state1, test/dynamo/test_subgraphs.py::SubGraphTests::test_stack_state2, test/dynamo/test_subgraphs.py::SubGraphTests::test_start1, test/dynamo/test_subgraphs.py::SubGraphTests::test_start2, test/dynamo/test_subgraphs.py::SubGraphTests::test_start3, test/dynamo/test_subgraphs.py::SubGraphTests::test_start4, test/dynamo/test_subgraphs.py::SubGraphTests::test_tuple_iterator_mutate, test/dynamo/test_subgraphs.py::SubGraphTests::test_tuple_iterator_return 2025-09-07T08:17:26.2780204Z 2025-09-07T08:17:29.5808054Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:17:29.5809334Z import pkg_resources 2025-09-07T08:17:29.9309625Z Running dynamo/test_utils 1/1 ... [2025-09-07 08:17:29.930522] 2025-09-07T08:17:29.9310461Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:17:29.9311823Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:17:29.930880] 2025-09-07T08:17:37.5562754Z 2025-09-07T08:17:37.5564041Z inductor/test_subgraph_choice 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_subgraph_choice_1.1_e915c66109e1fb8d_.log 2025-09-07T08:17:37.5566195Z Running 2 items in this shard: test/inductor/test_subgraph_choice.py::TestSubgraphChoice::test_subgraph_decompose_k, test/inductor/test_subgraph_choice.py::TestSubgraphChoice::test_subgraph_freeze_layout 2025-09-07T08:17:37.5567353Z 2025-09-07T08:17:40.7735266Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:17:40.7737262Z import pkg_resources 2025-09-07T08:17:41.1119425Z Running test_logging 1/1 ... [2025-09-07 08:17:41.111481] 2025-09-07T08:17:41.1120002Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:17:41.1121509Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_logging.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:17:41.111857] 2025-09-07T08:17:46.6874501Z 2025-09-07T08:17:46.6875537Z test_logging 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_logging_1.1_223f62d9111729ed_.log 2025-09-07T08:17:46.6876691Z Running 1 items in this shard: test/test_logging.py::LoggingTest::testApiUsage 2025-09-07T08:17:46.6877174Z 2025-09-07T08:17:50.0287329Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:17:50.0289291Z import pkg_resources 2025-09-07T08:17:50.3693042Z Running test_expanded_weights 1/1 ... [2025-09-07 08:17:50.368830] 2025-09-07T08:17:50.3693654Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:17:50.3695174Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_expanded_weights.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:17:50.369217] 2025-09-07T08:17:57.0534505Z 2025-09-07T08:17:57.0535860Z dynamo/test_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_utils_1.1_57bd64a47af8c704_.log 2025-09-07T08:17:57.0540651Z Running 15 items in this shard: test/dynamo/test_utils.py::TestUtils::test_graph_break_counting, test/dynamo/test_utils.py::TestUtils::test_larger_multiplier_for_even_smaller_tensor, test/dynamo/test_utils.py::TestUtils::test_larger_multiplier_for_smaller_tensor, test/dynamo/test_utils.py::TestUtils::test_nan, test/dynamo/test_utils.py::TestUtils::test_traced_code_query, test/dynamo/test_utils.py::TestDynamoTimed::test_dynamic_shape_feature_use, test/dynamo/test_utils.py::TestDynamoTimed::test_dynamo_timed, test/dynamo/test_utils.py::TestDynamoTimed::test_exception_stack_trace, test/dynamo/test_utils.py::TestDynamoTimed::test_graph_node_shapes, test/dynamo/test_utils.py::TestDynamoTimed::test_ir_count, test/dynamo/test_utils.py::TestDynamoTimed::test_log_dynamo_start, test/dynamo/test_utils.py::TestDynamoTimed::test_num_params, test/dynamo/test_utils.py::TestDynamoTimed::test_stack_trace, test/dynamo/test_utils.py::TestInductorConfigParsingForLogging::test_inductor_config_jsonify, test/dynamo/test_utils.py::TestInductorConfigParsingForLogging::test_inductor_config_parsing_non_conforming_items 2025-09-07T08:17:57.0544135Z 2025-09-07T08:18:00.2501038Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:18:00.2503021Z import pkg_resources 2025-09-07T08:18:00.5798433Z Running inductor/test_static_cuda_launcher 1/1 ... [2025-09-07 08:18:00.579340] 2025-09-07T08:18:00.5799090Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:18:00.5800327Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_static_cuda_launcher.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:18:00.579719] 2025-09-07T08:18:07.1673355Z 2025-09-07T08:18:07.1674206Z test_expanded_weights 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_expanded_weights_1.1_a17b63e1070b7504_.log 2025-09-07T08:18:07.1750198Z Running 220 items in this shard: test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_forward_helper_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_forward_helper_failure_args_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_set_grad_sample_if_exists_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_set_grad_sample_if_exists_failure_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_sum_over_all_but_batch_and_last_n_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_unpack_expanded_weight_or_tensor_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_unpack_expanded_weight_or_tensor_failure_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_unpack_expanded_weight_or_tensor_with_custom_function_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_cnn_model_mean_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_cnn_model_sum_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_embedding_model_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_error_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_complex128, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_complex32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_complex64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_complex128, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_complex32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_complex64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv3d_cuda_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv3d_cuda_complex128, 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test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Linear_no_batch_dim_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Linear_no_batch_dim_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Linear_no_bias_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Linear_no_bias_cuda_double_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_Linear_no_bias_multiple_inputs_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_GRU_eval_mode_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_GRU_eval_mode_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_GRU_train_mode_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_GRU_train_mode_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_LSTM_eval_mode_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_LSTM_eval_mode_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_LSTM_train_mode_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_LSTM_train_mode_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_RNN_eval_mode_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_RNN_eval_mode_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_RNN_train_mode_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_RNN_train_mode_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_per_sample_api_compute_batch_size_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_per_sample_api_compute_batch_size_not_pytreeable_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_per_sample_api_failing_cuda 2025-09-07T08:18:07.1821656Z 2025-09-07T08:18:10.4375700Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:18:10.4377075Z import pkg_resources 2025-09-07T08:18:10.7955985Z Running torch_np/test_random 1/1 ... [2025-09-07 08:18:10.795150] 2025-09-07T08:18:10.7956436Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:18:10.7958426Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_random.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:18:10.795509] 2025-09-07T08:18:14.4809577Z 2025-09-07T08:18:14.4810746Z torch_np/test_random 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_random_1.1_5048e7e4d53b0bc0_.log 2025-09-07T08:18:14.4821431Z Running 41 items in this shard: test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_func0, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_func1, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_func2, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_func3, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_func6, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_func7, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_random_random, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_False_random_sample, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_func0, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_func1, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_func2, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_func3, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_func6, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_func7, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_random_random, test/torch_np/test_random.py::TestScalarReturn::test_rndm_array_use_numpy_True_random_sample, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_func0, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_func1, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_func2, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_func3, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_func6, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_func7, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_random_random, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_False_random_sample, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_func0, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_func1, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_func2, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_func3, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_func6, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_func7, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_random_random, test/torch_np/test_random.py::TestScalarReturn::test_rndm_scalar_use_numpy_True_random_sample, test/torch_np/test_random.py::TestShuffle::test_1d_use_numpy_False, test/torch_np/test_random.py::TestShuffle::test_1d_use_numpy_True, test/torch_np/test_random.py::TestShuffle::test_2d_use_numpy_False, test/torch_np/test_random.py::TestShuffle::test_2d_use_numpy_True, test/torch_np/test_random.py::TestShuffle::test_shuffle_list_use_numpy_False, test/torch_np/test_random.py::TestShuffle::test_shuffle_list_use_numpy_True, test/torch_np/test_random.py::TestChoice::test_choice_use_numpy_False, test/torch_np/test_random.py::TestChoice::test_choice_use_numpy_True, test/torch_np/test_random.py::TestNumpyGlobal::test_numpy_global 2025-09-07T08:18:14.4831244Z 2025-09-07T08:18:14.6734752Z 2025-09-07T08:18:14.6735786Z inductor/test_static_cuda_launcher 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_static_cuda_launcher_1.1_b6454fc11df82d57_.log 2025-09-07T08:18:14.6741250Z Running 17 items in this shard: test/inductor/test_static_cuda_launcher.py::TestStaticCudaLauncher::test_basic, test/inductor/test_static_cuda_launcher.py::TestStaticCudaLauncher::test_basic_1arg, test/inductor/test_static_cuda_launcher.py::TestStaticCudaLauncher::test_constexpr, test/inductor/test_static_cuda_launcher.py::TestStaticCudaLauncher::test_high_shared_mem, test/inductor/test_static_cuda_launcher.py::TestStaticCudaLauncher::test_implied_constant, test/inductor/test_static_cuda_launcher.py::TestStaticCudaLauncher::test_kernel_empty_tensor, test/inductor/test_static_cuda_launcher.py::TestStaticCudaLauncher::test_kernel_many_args, test/inductor/test_static_cuda_launcher.py::TestStaticCudaLauncher::test_kernel_no_args, test/inductor/test_static_cuda_launcher.py::TestStaticCudaLauncher::test_signed_integers, test/inductor/test_static_cuda_launcher.py::TestStaticCudaLauncher::test_too_high_shared_mem, test/inductor/test_static_cuda_launcher.py::TestStaticCudaLauncher::test_unsigned_integers, test/inductor/test_static_cuda_launcher.py::TestStaticTritonCompileResult::test_any, test/inductor/test_static_cuda_launcher.py::TestStaticTritonCompileResult::test_basic_compile, test/inductor/test_static_cuda_launcher.py::TestStaticTritonCompileResult::test_disable_static_cuda_launcher, test/inductor/test_static_cuda_launcher.py::TestStaticTritonCompileResult::test_empty_tensor, test/inductor/test_static_cuda_launcher.py::TestStaticTritonCompileResult::test_incompatible_code, test/inductor/test_static_cuda_launcher.py::TestStaticTritonCompileResult::test_static_launch_user_defined_triton_kernels 2025-09-07T08:18:14.6746032Z 2025-09-07T08:18:17.8080977Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:18:17.8082771Z import pkg_resources 2025-09-07T08:18:17.9785563Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:18:17.9787217Z import pkg_resources 2025-09-07T08:18:18.1413760Z Running inductor/test_triton_heuristics 1/1 ... [2025-09-07 08:18:18.140937] 2025-09-07T08:18:18.1414255Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:18:18.1416734Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_heuristics.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:18:18.141360] 2025-09-07T08:18:18.3178088Z Running export/test_schema 1/1 ... [2025-09-07 08:18:18.317366] 2025-09-07T08:18:18.3178511Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:18:18.3180193Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_schema.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:18:18.317747] 2025-09-07T08:18:22.4905566Z 2025-09-07T08:18:22.4906674Z export/test_schema 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_schema_1.1_dd0eadfc37fa042e_.log 2025-09-07T08:18:22.4909532Z Running 5 items in this shard: test/export/test_schema.py::TestSchema::test_schema_check, test/export/test_schema.py::TestSchema::test_schema_comparison, test/export/test_schema.py::TestSchema::test_schema_compatibility, test/export/test_schema.py::TestSchema::test_schema_diff, test/export/test_schema.py::TestSchema::test_thrift_schema_unchanged 2025-09-07T08:18:22.4911722Z 2025-09-07T08:18:25.8989135Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:18:25.8990517Z import pkg_resources 2025-09-07T08:18:26.2369801Z Running dynamo/test_reconstruct 1/1 ... [2025-09-07 08:18:26.236493] 2025-09-07T08:18:26.2370420Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:18:26.2371832Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_reconstruct.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:18:26.236853] 2025-09-07T08:18:33.9667914Z 2025-09-07T08:18:33.9668796Z dynamo/test_reconstruct 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_reconstruct_1.1_b1c4c6afa5d17fd7_.log 2025-09-07T08:18:33.9674047Z Running 16 items in this shard: test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_clear_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_del_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_get_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_optimize_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_pop_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_popitem_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_popitem_reconstruct_graph_break, test/dynamo/test_reconstruct.py::ReconstructTest::test_create_dict_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_functional_call_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_functional_call_reconstruct_2, test/dynamo/test_reconstruct.py::ReconstructTest::test_graph_break_in_wrapped_nested_function, test/dynamo/test_reconstruct.py::ReconstructTest::test_graph_break_in_wrapped_skipped_function, test/dynamo/test_reconstruct.py::ReconstructTest::test_graph_break_in_wrapped_user_function, test/dynamo/test_reconstruct.py::ReconstructTest::test_graph_break_in_wrapped_user_method, test/dynamo/test_reconstruct.py::ReconstructTest::test_tma_experimental_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_tma_stable_reconstruct 2025-09-07T08:18:33.9678569Z 2025-09-07T08:18:37.5448023Z 2025-09-07T08:18:37.5449047Z inductor/test_triton_heuristics 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_heuristics_1.1_35962f28b48eeeef_.log 2025-09-07T08:18:37.5454391Z Running 12 items in this shard: test/inductor/test_triton_heuristics.py::TestTritonHeuristics::test_amd_special_config_args, test/inductor/test_triton_heuristics.py::TestTritonHeuristics::test_artificial_grid_cpp_wrapper, test/inductor/test_triton_heuristics.py::TestTritonHeuristics::test_artificial_zgrid, test/inductor/test_triton_heuristics.py::TestTritonHeuristics::test_autotune_hints_to_configs, test/inductor/test_triton_heuristics.py::TestTritonHeuristics::test_pre_hook_assert, test/inductor/test_triton_heuristics.py::TestTritonHeuristics::test_prune_configs_over_shared_memory_limit_do_pruning_False, test/inductor/test_triton_heuristics.py::TestTritonHeuristics::test_prune_configs_over_shared_memory_limit_do_pruning_True, test/inductor/test_triton_heuristics.py::TestTritonHeuristics::test_template_function_ws, test/inductor/test_triton_heuristics.py::TestTritonHeuristics::test_triton_config, test/inductor/test_triton_heuristics.py::TestArgumentCloneAndRestore::test_clone_args_with_non_zero_offset, test/inductor/test_triton_heuristics.py::TestArgumentCloneAndRestore::test_clone_contiguous_args, test/inductor/test_triton_heuristics.py::TestArgumentCloneAndRestore::test_clone_non_contiguous_args 2025-09-07T08:18:37.5458387Z 2025-09-07T08:18:37.6833102Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:18:37.6834420Z import pkg_resources 2025-09-07T08:18:38.0330367Z Running inductor/test_helion_kernels 1/1 ... [2025-09-07 08:18:38.032555] 2025-09-07T08:18:38.0330978Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:18:38.0332628Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_helion_kernels.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:18:38.032956] 2025-09-07T08:18:40.7968066Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:18:40.7969846Z import pkg_resources 2025-09-07T08:18:41.1449997Z Running test_compile_benchmark_util 1/1 ... [2025-09-07 08:18:41.144554] 2025-09-07T08:18:41.1450410Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:18:41.1452116Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_compile_benchmark_util.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:18:41.144924] 2025-09-07T08:18:44.8114241Z 2025-09-07T08:18:44.8115466Z inductor/test_helion_kernels 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_helion_kernels_1.1_6ea59ae703eb7996_.log 2025-09-07T08:18:44.8116749Z Running 2 items in this shard: test/inductor/test_helion_kernels.py::HelionTests::test_add_kernel, test/inductor/test_helion_kernels.py::HelionTests::test_softmax_view_reshape 2025-09-07T08:18:44.8117395Z 2025-09-07T08:18:48.0318836Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:18:48.0320477Z import pkg_resources 2025-09-07T08:18:48.3930569Z Running export/test_upgrader 1/1 ... [2025-09-07 08:18:48.392583] 2025-09-07T08:18:48.3931244Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:18:48.3940230Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_upgrader.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:18:48.393015] 2025-09-07T08:18:49.8765174Z 2025-09-07T08:18:49.8766089Z test_compile_benchmark_util 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_compile_benchmark_util_1.1_8cd747e2de54e590_.log 2025-09-07T08:18:49.8767084Z Running 1 items in this shard: test/test_compile_benchmark_util.py::TestCompileBenchmarkUtil::test_training_and_inference 2025-09-07T08:18:49.8767496Z 2025-09-07T08:18:51.7643656Z 2025-09-07T08:18:51.7644842Z export/test_upgrader 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_upgrader_1.1_f2d9e5d5674f547a_.log 2025-09-07T08:18:51.7648527Z Running 6 items in this shard: test/export/test_upgrader.py::TestUpgrader::test_field_renaming_chain_from_v0_complete, test/export/test_upgrader.py::TestUpgrader::test_field_renaming_chain_from_v0_missing_field, test/export/test_upgrader.py::TestUpgrader::test_field_renaming_from_v1_partial_chain, test/export/test_upgrader.py::TestUpgrader::test_nn_module_stack_error_handling_invalid_type, test/export/test_upgrader.py::TestUpgrader::test_nn_module_stack_transformation_from_v0, test/export/test_upgrader.py::TestUpgrader::test_nodes_without_metadata_handled_gracefully 2025-09-07T08:18:51.7650233Z 2025-09-07T08:18:53.1949967Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:18:53.1951328Z import pkg_resources 2025-09-07T08:18:53.5423582Z Running higher_order_ops/test_invoke_subgraph 1/1 ... [2025-09-07 08:18:53.541912] 2025-09-07T08:18:53.5424230Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:18:53.5425645Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'higher_order_ops/test_invoke_subgraph.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:18:53.542270] 2025-09-07T08:18:55.0059108Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:18:55.0060407Z import pkg_resources 2025-09-07T08:18:55.3517101Z Running test_optim 1/1 ... [2025-09-07 08:18:55.351228] 2025-09-07T08:18:55.3517722Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:18:55.3519408Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_optim.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:18:55.351622] 2025-09-07T08:20:49.6905162Z 2025-09-07T08:20:49.6908587Z inductor/test_flex_decoding 1/3 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_flex_decoding_1.3_602d47395388f7ea_.log 2025-09-07T08:20:49.6989937Z Running 206 items in this shard: test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod1_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod2_head_dims2_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod3_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod4_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod4_head_dims2_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod5_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod5_head_dims2_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod6_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod7_head_dims2_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod8_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod0_BLOCK_SIZE3_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod0_BLOCK_SIZE_128_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod1_BLOCK_SIZE2_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod1_BLOCK_SIZE_128_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod2_BLOCK_SIZE3_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod4_BLOCK_SIZE3_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod5_BLOCK_SIZE_64_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod6_BLOCK_SIZE3_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod6_BLOCK_SIZE_64_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod7_BLOCK_SIZE3_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod7_BLOCK_SIZE_64_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod8_BLOCK_SIZE_64_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod0_BLOCK_SIZE_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod0_BLOCK_SIZE_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod1_BLOCK_SIZE2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod1_BLOCK_SIZE3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod2_BLOCK_SIZE_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod3_BLOCK_SIZE2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod3_BLOCK_SIZE_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod4_BLOCK_SIZE2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod4_BLOCK_SIZE3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod4_BLOCK_SIZE_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod5_BLOCK_SIZE2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod5_BLOCK_SIZE3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod5_BLOCK_SIZE_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod5_BLOCK_SIZE_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod7_BLOCK_SIZE2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod0_BLOCK_SIZE2_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod0_BLOCK_SIZE_128_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod1_BLOCK_SIZE3_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod2_BLOCK_SIZE3_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod2_BLOCK_SIZE_128_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod2_BLOCK_SIZE_64_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod3_BLOCK_SIZE_64_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod4_BLOCK_SIZE2_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod4_BLOCK_SIZE_128_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod5_BLOCK_SIZE2_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod5_BLOCK_SIZE_128_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod6_BLOCK_SIZE_128_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod7_BLOCK_SIZE3_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod7_BLOCK_SIZE_128_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod8_BLOCK_SIZE2_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod8_BLOCK_SIZE_128_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float16_score_mod0_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float16_score_mod2_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float16_score_mod2_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float16_score_mod4_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float16_score_mod4_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float16_score_mod6_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float16_score_mod7_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float16_score_mod8_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float16_score_mod8_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod1_head_dims2_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod2_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod4_head_dims1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod4_head_dims2_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod5_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod5_head_dims1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod5_head_dims2_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod6_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod8_head_dims2_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_bw_decoding_fails_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_captured_buffers_all_dims_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_captured_buffers_all_dims_float32_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_captured_buffers_bfloat16_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_captured_buffers_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_decode_at_different_input_position_float16_score_mod2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_decode_at_different_input_position_float16_score_mod3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_decode_at_different_input_position_float16_score_mod6_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_decode_at_different_input_position_float16_score_mod7_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_fully_masked_out_rows_0_check_gqa_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_function_composition_bfloat16_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_function_composition_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod0_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod3_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod4_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod4_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod5_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod6_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod6_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod8_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims0_score_mod5_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims0_score_mod7_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims0_score_mod8_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims1_score_mod3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims1_score_mod5_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims2_score_mod0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims2_score_mod2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims3_score_mod1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims3_score_mod2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims3_score_mod3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims3_score_mod4_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims3_score_mod5_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims3_score_mod7_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims0_score_mod2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims0_score_mod3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims1_score_mod1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims1_score_mod7_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims2_score_mod0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims2_score_mod1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims3_score_mod2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims3_score_mod3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims3_score_mod7_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims0_score_mod0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims1_score_mod2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims1_score_mod3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims1_score_mod4_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims1_score_mod8_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims2_score_mod3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims2_score_mod4_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims2_score_mod5_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims2_score_mod7_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims3_score_mod4_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims3_score_mod5_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims3_score_mod6_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims3_score_mod7_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_larger_block_mask_bug_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_logsumexp_correctness_float16_score_mod0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_logsumexp_correctness_float32_score_mod1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_logsumexp_only_return_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_multiple_score_mod_calls2_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_multiple_score_mod_calls_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_njt_causal_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_divisible_multi_token_offset_mask_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod0_float16_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod0_float32_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod0_float32_head_dims1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod1_float16_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod2_bfloat16_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod2_float16_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod2_float32_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod3_float32_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod4_float16_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod4_float32_head_dims1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod5_bfloat16_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod6_float16_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod6_float32_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod6_float32_head_dims1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod7_bfloat16_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod7_float16_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod7_float32_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod8_float16_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_sparse_mulitple_block_size_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod0_head_dims0_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod0_head_dims1_page_size_256_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod0_head_dims2_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod1_head_dims1_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod1_head_dims1_page_size_256_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod1_head_dims1_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod1_head_dims2_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod2_head_dims0_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod2_head_dims2_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod2_head_dims2_page_size_256_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod2_head_dims2_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod3_head_dims0_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod3_head_dims1_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod3_head_dims1_page_size_256_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod3_head_dims2_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod3_head_dims2_page_size_256_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod4_head_dims0_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod4_head_dims2_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod5_head_dims0_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod5_head_dims0_page_size_256_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod5_head_dims0_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod5_head_dims2_page_size_256_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod6_head_dims0_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod6_head_dims0_page_size_256_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod6_head_dims0_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod6_head_dims1_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod6_head_dims2_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod6_head_dims2_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod7_head_dims0_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod8_head_dims0_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod8_head_dims1_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod8_head_dims1_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod8_head_dims2_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod8_head_dims2_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_recompile_changed_score_mod_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_seq_masking_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_silu_on_score_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_skip_odd_keys_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s0_v_s3_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s1_v_s1_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s1_v_s2_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s1_v_s2_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s1_v_s2_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s1_v_s3_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s2_v_s1_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s2_v_s2_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s2_v_s2_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s2_v_s2_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s3_v_s1_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_subgraph_respect_decompostion_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_windowed_no_mask_vs_sdpa_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_windowed_no_mask_vs_sdpa_paged_attention_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_windowed_partial_block_vs_sdpa_cuda 2025-09-07T08:20:49.7065050Z 2025-09-07T08:20:52.8700099Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:20:52.8701495Z import pkg_resources 2025-09-07T08:20:53.2144226Z Running functorch/test_ops 3/6 ... [2025-09-07 08:20:53.213957] 2025-09-07T08:20:53.2144824Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:20:53.2146220Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_ops.py', '-m', 'not serial', '--shard-id=3', '--num-shards=6', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:20:53.214350] 2025-09-07T08:23:26.7225138Z 2025-09-07T08:23:26.7226077Z test_optim 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_optim_1.1_052d204b4f5520d2_.log 2025-09-07T08:23:26.7502315Z Running 1009 items in this shard: test/test_optim.py::TestLRScheduler::test_CosineAnnealingWarmRestarts_T_cur_reset, test/test_optim.py::TestLRScheduler::test_CosineAnnealingWarmRestarts_lr1_T_mult_1, test/test_optim.py::TestLRScheduler::test_CosineAnnealingWarmRestarts_lr1_T_mult_2, test/test_optim.py::TestLRScheduler::test_CosineAnnealingWarmRestarts_lr1_T_mult_4, test/test_optim.py::TestLRScheduler::test_CosineAnnealingWarmRestarts_lr2, test/test_optim.py::TestLRScheduler::test_CosineAnnealingWarmRestarts_lr3, test/test_optim.py::TestLRScheduler::test_CosineAnnealingWarmRestarts_lr_state_dict, test/test_optim.py::TestLRScheduler::test_add_param_group_does_not_break_reduce_lr_on_plateau_min_lr_list, test/test_optim.py::TestLRScheduler::test_add_param_group_does_not_break_reduce_lr_on_plateau_min_lr_scalar, test/test_optim.py::TestLRScheduler::test_add_param_group_errors_reduce_lr_on_plateau, test/test_optim.py::TestLRScheduler::test_chained_lr1, test/test_optim.py::TestLRScheduler::test_chained_lr2, test/test_optim.py::TestLRScheduler::test_chained_lr2_get_last_lr_before_step, test/test_optim.py::TestLRScheduler::test_chained_lr3, test/test_optim.py::TestLRScheduler::test_chained_lr4, test/test_optim.py::TestLRScheduler::test_chained_lr5, test/test_optim.py::TestLRScheduler::test_closed_form_constantlr, test/test_optim.py::TestLRScheduler::test_closed_form_cos_anneal_lr, test/test_optim.py::TestLRScheduler::test_closed_form_exp_lr, test/test_optim.py::TestLRScheduler::test_closed_form_linearlr, test/test_optim.py::TestLRScheduler::test_closed_form_multi_step_lr, test/test_optim.py::TestLRScheduler::test_closed_form_poly_lr, test/test_optim.py::TestLRScheduler::test_closed_form_step_lr, test/test_optim.py::TestLRScheduler::test_compound_cosanneal_and_exp_lr, test/test_optim.py::TestLRScheduler::test_compound_cosanneal_and_linearlr, test/test_optim.py::TestLRScheduler::test_compound_cosanneal_and_multistep_lr, test/test_optim.py::TestLRScheduler::test_compound_cosanneal_and_step_lr, test/test_optim.py::TestLRScheduler::test_compound_exp_and_linearlr, test/test_optim.py::TestLRScheduler::test_compound_exp_and_multistep_lr, test/test_optim.py::TestLRScheduler::test_compound_linearlr_and_multistep_lr, test/test_optim.py::TestLRScheduler::test_compound_reduce_lr_on_plateau1, test/test_optim.py::TestLRScheduler::test_compound_reduce_lr_on_plateau2, test/test_optim.py::TestLRScheduler::test_compound_reduce_lr_on_plateau3, test/test_optim.py::TestLRScheduler::test_compound_reduce_lr_on_plateau4, test/test_optim.py::TestLRScheduler::test_compound_reduce_lr_on_plateau5, test/test_optim.py::TestLRScheduler::test_compound_step_and_constantlr, test/test_optim.py::TestLRScheduler::test_compound_step_and_exp_lr, test/test_optim.py::TestLRScheduler::test_compound_step_and_multistep_lr, test/test_optim.py::TestLRScheduler::test_constant_initial_lr_LRClass0, test/test_optim.py::TestLRScheduler::test_constant_initial_lr_LRClass1, test/test_optim.py::TestLRScheduler::test_constant_initial_lr_LRClass2, test/test_optim.py::TestLRScheduler::test_constant_initial_lr_LRClass3, test/test_optim.py::TestLRScheduler::test_constant_initial_lr_LRClass4, test/test_optim.py::TestLRScheduler::test_constant_initial_lr_LRClass5, test/test_optim.py::TestLRScheduler::test_constant_initial_lr_LRClass6, test/test_optim.py::TestLRScheduler::test_constant_initial_lr_LRClass7, test/test_optim.py::TestLRScheduler::test_constant_initial_lr_LRClass8, test/test_optim.py::TestLRScheduler::test_constant_initial_lr_LRClass9, test/test_optim.py::TestLRScheduler::test_constant_initial_params_cyclelr, test/test_optim.py::TestLRScheduler::test_constant_initial_params_onecyclelr, test/test_optim.py::TestLRScheduler::test_constant_initial_params_swalr, test/test_optim.py::TestLRScheduler::test_constantlr, test/test_optim.py::TestLRScheduler::test_constantlr_is_constant_for_constant_epoch, test/test_optim.py::TestLRScheduler::test_constantlr_with_epoch, test/test_optim.py::TestLRScheduler::test_cos_anneal_lr, test/test_optim.py::TestLRScheduler::test_cos_anneal_lr_continue, test/test_optim.py::TestLRScheduler::test_cosine_lr_state_dict, test/test_optim.py::TestLRScheduler::test_cosine_then_cyclic, test/test_optim.py::TestLRScheduler::test_cycle_lr_cycle_momentum_fail_with_momentumless_optimizer, test/test_optim.py::TestLRScheduler::test_cycle_lr_cycle_momentum_with_beta1_optimizer, test/test_optim.py::TestLRScheduler::test_cycle_lr_exp_range_mode, test/test_optim.py::TestLRScheduler::test_cycle_lr_exp_range_mode_one_lr, test/test_optim.py::TestLRScheduler::test_cycle_lr_exp_range_mode_step_size_up_down, test/test_optim.py::TestLRScheduler::test_cycle_lr_invalid_mode, test/test_optim.py::TestLRScheduler::test_cycle_lr_removed_after_out_of_scope, test/test_optim.py::TestLRScheduler::test_cycle_lr_scale_fn_restored_from_state_dict, test/test_optim.py::TestLRScheduler::test_cycle_lr_state_dict_picklable, test/test_optim.py::TestLRScheduler::test_cycle_lr_triangular2_mode, test/test_optim.py::TestLRScheduler::test_cycle_lr_triangular2_mode_one_lr, test/test_optim.py::TestLRScheduler::test_cycle_lr_triangular2_mode_step_size_up_down, test/test_optim.py::TestLRScheduler::test_cycle_lr_triangular_mode, test/test_optim.py::TestLRScheduler::test_cycle_lr_triangular_mode_one_lr, test/test_optim.py::TestLRScheduler::test_cycle_lr_triangular_mode_one_lr_no_momentum, test/test_optim.py::TestLRScheduler::test_cycle_lr_triangular_mode_step_size_up_down, test/test_optim.py::TestLRScheduler::test_cycle_lr_with_adam, test/test_optim.py::TestLRScheduler::test_cycle_lr_with_momentumless_optimizer, test/test_optim.py::TestLRScheduler::test_error_when_getlr_has_epoch, test/test_optim.py::TestLRScheduler::test_exp_lr, test/test_optim.py::TestLRScheduler::test_exp_step_lr_state_dict, test/test_optim.py::TestLRScheduler::test_exponential_lr_is_constant_for_constant_epoch, test/test_optim.py::TestLRScheduler::test_get_last_lr_constantlr, test/test_optim.py::TestLRScheduler::test_get_last_lr_linearlr, test/test_optim.py::TestLRScheduler::test_get_last_lr_multi_step_lr, test/test_optim.py::TestLRScheduler::test_get_last_lr_sequentiallr, test/test_optim.py::TestLRScheduler::test_get_last_lr_step_lr, test/test_optim.py::TestLRScheduler::test_lambda_lr, test/test_optim.py::TestLRScheduler::test_lambda_lr_state_dict_fn, test/test_optim.py::TestLRScheduler::test_lambda_lr_state_dict_obj, test/test_optim.py::TestLRScheduler::test_linear_linearlr_is_constant_for_constant_epoch, test/test_optim.py::TestLRScheduler::test_linearlr, test/test_optim.py::TestLRScheduler::test_linearlr_start_factor_limits1, test/test_optim.py::TestLRScheduler::test_linearlr_start_factor_limits2, test/test_optim.py::TestLRScheduler::test_linearlr_with_epoch, test/test_optim.py::TestLRScheduler::test_lr_scheduler_checkpoint_LRClass0, test/test_optim.py::TestLRScheduler::test_lr_scheduler_checkpoint_LRClass1, test/test_optim.py::TestLRScheduler::test_lr_scheduler_checkpoint_LRClass10, test/test_optim.py::TestLRScheduler::test_lr_scheduler_checkpoint_LRClass11, test/test_optim.py::TestLRScheduler::test_lr_scheduler_checkpoint_LRClass12, test/test_optim.py::TestLRScheduler::test_lr_scheduler_checkpoint_LRClass2, test/test_optim.py::TestLRScheduler::test_lr_scheduler_checkpoint_LRClass3, test/test_optim.py::TestLRScheduler::test_lr_scheduler_checkpoint_LRClass4, test/test_optim.py::TestLRScheduler::test_lr_scheduler_checkpoint_LRClass5, test/test_optim.py::TestLRScheduler::test_lr_scheduler_checkpoint_LRClass6, test/test_optim.py::TestLRScheduler::test_lr_scheduler_checkpoint_LRClass7, test/test_optim.py::TestLRScheduler::test_lr_scheduler_checkpoint_LRClass8, test/test_optim.py::TestLRScheduler::test_lr_scheduler_checkpoint_LRClass9, test/test_optim.py::TestLRScheduler::test_lr_scheduler_checkpoint_on_plateau, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass0_weights_only_False, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass0_weights_only_True, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass10_weights_only_False, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass10_weights_only_True, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass11_weights_only_False, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass11_weights_only_True, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass12_weights_only_False, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass12_weights_only_True, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass13_weights_only_False, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass13_weights_only_True, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass14_weights_only_False, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass14_weights_only_True, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass1_weights_only_False, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass1_weights_only_True, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass2_weights_only_False, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass2_weights_only_True, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass3_weights_only_False, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass3_weights_only_True, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass4_weights_only_False, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass4_weights_only_True, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass5_weights_only_False, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass5_weights_only_True, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass6_weights_only_False, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass6_weights_only_True, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass7_weights_only_False, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass7_weights_only_True, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass8_weights_only_False, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass8_weights_only_True, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass9_weights_only_False, test/test_optim.py::TestLRScheduler::test_lr_scheduler_state_dict_load_LRClass9_weights_only_True, test/test_optim.py::TestLRScheduler::test_multi_step_lr, test/test_optim.py::TestLRScheduler::test_multi_step_lr_state_dict, test/test_optim.py::TestLRScheduler::test_multi_step_lr_with_epoch, test/test_optim.py::TestLRScheduler::test_multiplicative_lr, test/test_optim.py::TestLRScheduler::test_multiplicative_lr_with_lr_lambda, test/test_optim.py::TestLRScheduler::test_new_pattern_no_warning, test/test_optim.py::TestLRScheduler::test_new_pattern_no_warning_with_arg, test/test_optim.py::TestLRScheduler::test_new_pattern_no_warning_with_overridden_optim_step, test/test_optim.py::TestLRScheduler::test_no_cyclic_references, test/test_optim.py::TestLRScheduler::test_no_cyclic_references_in_step, test/test_optim.py::TestLRScheduler::test_old_pattern_warning, test/test_optim.py::TestLRScheduler::test_old_pattern_warning_resuming, test/test_optim.py::TestLRScheduler::test_old_pattern_warning_resuming_with_arg, test/test_optim.py::TestLRScheduler::test_old_pattern_warning_with_arg, test/test_optim.py::TestLRScheduler::test_old_pattern_warning_with_overridden_optim_step, test/test_optim.py::TestLRScheduler::test_onecycle_lr_cannot_calculate_total_steps, test/test_optim.py::TestLRScheduler::test_onecycle_lr_cosine_annealing, test/test_optim.py::TestLRScheduler::test_onecycle_lr_invalid_anneal_strategy, test/test_optim.py::TestLRScheduler::test_onecycle_lr_invalid_pct_start, test/test_optim.py::TestLRScheduler::test_onecycle_lr_legacy_state_dict, test/test_optim.py::TestLRScheduler::test_onecycle_lr_linear_annealing, test/test_optim.py::TestLRScheduler::test_onecycle_lr_linear_annealing_three_phases, test/test_optim.py::TestLRScheduler::test_poly_lr, test/test_optim.py::TestLRScheduler::test_polynomial_lr_is_constant_for_constant_epoch, test/test_optim.py::TestLRScheduler::test_reduce_lr_on_plateau1, test/test_optim.py::TestLRScheduler::test_reduce_lr_on_plateau2, test/test_optim.py::TestLRScheduler::test_reduce_lr_on_plateau3, test/test_optim.py::TestLRScheduler::test_reduce_lr_on_plateau4, test/test_optim.py::TestLRScheduler::test_reduce_lr_on_plateau5, test/test_optim.py::TestLRScheduler::test_reduce_lr_on_plateau6, test/test_optim.py::TestLRScheduler::test_reduce_lr_on_plateau7, test/test_optim.py::TestLRScheduler::test_reduce_lr_on_plateau8, test/test_optim.py::TestLRScheduler::test_reduce_lr_on_plateau_get_last_lr_before_step, test/test_optim.py::TestLRScheduler::test_reduce_lr_on_plateau_state_dict, test/test_optim.py::TestLRScheduler::test_sequentiallr1, test/test_optim.py::TestLRScheduler::test_sequentiallr2, test/test_optim.py::TestLRScheduler::test_sequentiallr3, test/test_optim.py::TestLRScheduler::test_sequentiallr4, test/test_optim.py::TestLRScheduler::test_sequentiallr5, test/test_optim.py::TestLRScheduler::test_sequentiallr_no_warnings, test/test_optim.py::TestLRScheduler::test_step_lr, test/test_optim.py::TestLRScheduler::test_step_lr_is_constant_for_constant_epoch, test/test_optim.py::TestLRScheduler::test_step_lr_state_dict, test/test_optim.py::TestLRScheduler::test_swa_lr_state_dict, test/test_optim.py::TestLRScheduler::test_swalr_cosine_anneal_after_multiplicative, test/test_optim.py::TestLRScheduler::test_swalr_hypers, test/test_optim.py::TestLRScheduler::test_swalr_linear_anneal_after_multiplicative, test/test_optim.py::TestLRScheduler::test_swalr_no_anneal, test/test_optim.py::TestDifferentiableOptimizer::test_adadelta, test/test_optim.py::TestDifferentiableOptimizer::test_adagrad, test/test_optim.py::TestDifferentiableOptimizer::test_adam, test/test_optim.py::TestDifferentiableOptimizer::test_adam_differentiable_all_hyperparams, test/test_optim.py::TestDifferentiableOptimizer::test_adam_differentiable_betas, test/test_optim.py::TestDifferentiableOptimizer::test_adam_differentiable_lr, test/test_optim.py::TestDifferentiableOptimizer::test_adam_differentiable_weight_decay, test/test_optim.py::TestDifferentiableOptimizer::test_adamax, test/test_optim.py::TestDifferentiableOptimizer::test_adamw, test/test_optim.py::TestDifferentiableOptimizer::test_adamw_differentiable_all_hyperparams, test/test_optim.py::TestDifferentiableOptimizer::test_adamw_differentiable_betas, test/test_optim.py::TestDifferentiableOptimizer::test_adamw_differentiable_lr, test/test_optim.py::TestDifferentiableOptimizer::test_adamw_differentiable_weight_decay, test/test_optim.py::TestDifferentiableOptimizer::test_asgd, test/test_optim.py::TestDifferentiableOptimizer::test_differentiable_lr, test/test_optim.py::TestDifferentiableOptimizer::test_differentiable_weight_decay, test/test_optim.py::TestDifferentiableOptimizer::test_differentiable_weight_decay_and_lr, test/test_optim.py::TestDifferentiableOptimizer::test_nadam, test/test_optim.py::TestDifferentiableOptimizer::test_radam, test/test_optim.py::TestDifferentiableOptimizer::test_rmsprop, test/test_optim.py::TestDifferentiableOptimizer::test_rprop, test/test_optim.py::TestDifferentiableOptimizer::test_sgd, test/test_optim.py::TestSWAUtils::test_averaged_model_all_devices_ema_False, test/test_optim.py::TestSWAUtils::test_averaged_model_all_devices_ema_True, test/test_optim.py::TestSWAUtils::test_averaged_model_default_avg_fn_picklable, test/test_optim.py::TestSWAUtils::test_averaged_model_exponential_use_multi_avg_fn_False_use_buffers_False, test/test_optim.py::TestSWAUtils::test_averaged_model_exponential_use_multi_avg_fn_False_use_buffers_True, test/test_optim.py::TestSWAUtils::test_averaged_model_exponential_use_multi_avg_fn_True_use_buffers_False, test/test_optim.py::TestSWAUtils::test_averaged_model_exponential_use_multi_avg_fn_True_use_buffers_True, test/test_optim.py::TestSWAUtils::test_averaged_model_mixed_device_ema_False, test/test_optim.py::TestSWAUtils::test_averaged_model_mixed_device_ema_True, test/test_optim.py::TestSWAUtils::test_averaged_model_state_dict, test/test_optim.py::TestSWAUtils::test_bn_update_eval_momentum, test/test_optim.py::TestSWAUtils::test_update_bn_cnn, test/test_optim.py::TestSWAUtils::test_update_bn_dnn, test/test_optim.py::TestOptimRenewedCUDA::test_adamw_serialization_cuda, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_False_ASGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_False_Adadelta_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_False_Adafactor_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_False_Adagrad_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_False_AdamW_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_False_Adam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_False_Adamax_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_False_LBFGS_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_False_Muon_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_False_NAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_False_RAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_False_RMSprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_False_Rprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_False_SGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_True_ASGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_True_Adadelta_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_True_Adafactor_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_True_Adagrad_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_True_AdamW_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_True_Adam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_True_Adamax_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_True_LBFGS_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_True_Muon_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_True_NAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_True_RAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_True_RMSprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_True_Rprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_False_is_named_optim1_True_SGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_True_is_named_optim1_False_ASGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_True_is_named_optim1_False_Adadelta_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_True_is_named_optim1_False_Adafactor_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_True_is_named_optim1_False_Adagrad_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_True_is_named_optim1_False_AdamW_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_True_is_named_optim1_False_Adam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_True_is_named_optim1_False_Adamax_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_True_is_named_optim1_False_LBFGS_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_True_is_named_optim1_False_Muon_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_True_is_named_optim1_False_NAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_True_is_named_optim1_False_RAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_True_is_named_optim1_False_RMSprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_True_is_named_optim1_False_Rprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_True_is_named_optim1_False_SGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_True_is_named_optim1_True_ASGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_True_is_named_optim1_True_Adadelta_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_True_is_named_optim1_True_Adafactor_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_True_is_named_optim1_True_Adagrad_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_True_is_named_optim1_True_AdamW_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_can_load_from_to_named_state_dict_is_named_optim0_True_is_named_optim1_True_Adam_cuda_float32, 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test/test_optim.py::TestOptimRenewedCUDA::test_load_state_dict_pre_post_hook_RAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_load_state_dict_pre_post_hook_RMSprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_load_state_dict_pre_post_hook_Rprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_load_state_dict_pre_post_hook_SGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_load_state_dict_pre_post_hook_SparseAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_mixed_device_dtype_impl_foreach_ASGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_mixed_device_dtype_impl_foreach_Adadelta_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_mixed_device_dtype_impl_foreach_Adafactor_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_mixed_device_dtype_impl_foreach_Adagrad_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_mixed_device_dtype_impl_foreach_AdamW_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_mixed_device_dtype_impl_foreach_Adam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_mixed_device_dtype_impl_foreach_Adamax_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_mixed_device_dtype_impl_foreach_NAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_mixed_device_dtype_impl_foreach_RAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_mixed_device_dtype_impl_foreach_RMSprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_mixed_device_dtype_impl_foreach_Rprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_mixed_device_dtype_impl_foreach_SGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_mixed_device_dtype_impl_fused_ASGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_mixed_device_dtype_impl_fused_Adadelta_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_mixed_device_dtype_impl_fused_Adafactor_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_mixed_device_dtype_impl_fused_Adagrad_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_mixed_device_dtype_impl_fused_AdamW_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_mixed_device_dtype_impl_fused_Adam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_mixed_device_dtype_impl_fused_Adamax_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_mixed_device_dtype_impl_fused_NAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_mixed_device_dtype_impl_fused_RAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_mixed_device_dtype_impl_fused_RMSprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_mixed_device_dtype_impl_fused_Rprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_mixed_device_dtype_impl_fused_SGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_non_empty_state_ASGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_non_empty_state_Adadelta_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_non_empty_state_Adafactor_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_non_empty_state_Adagrad_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_non_empty_state_AdamW_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_non_empty_state_Adam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_non_empty_state_Adamax_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_non_empty_state_LBFGS_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_non_empty_state_Muon_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_non_empty_state_NAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_non_empty_state_RAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_non_empty_state_RMSprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_non_empty_state_Rprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_non_empty_state_SGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_non_empty_state_SparseAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optim_infos_do_not_specify_global_cliquey_kwargs_ASGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optim_infos_do_not_specify_global_cliquey_kwargs_Adadelta_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optim_infos_do_not_specify_global_cliquey_kwargs_Adafactor_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optim_infos_do_not_specify_global_cliquey_kwargs_Adagrad_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optim_infos_do_not_specify_global_cliquey_kwargs_AdamW_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optim_infos_do_not_specify_global_cliquey_kwargs_Adam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optim_infos_do_not_specify_global_cliquey_kwargs_Adamax_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optim_infos_do_not_specify_global_cliquey_kwargs_LBFGS_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optim_infos_do_not_specify_global_cliquey_kwargs_Muon_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optim_infos_do_not_specify_global_cliquey_kwargs_NAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optim_infos_do_not_specify_global_cliquey_kwargs_RAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optim_infos_do_not_specify_global_cliquey_kwargs_RMSprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optim_infos_do_not_specify_global_cliquey_kwargs_Rprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optim_infos_do_not_specify_global_cliquey_kwargs_SGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optim_infos_do_not_specify_global_cliquey_kwargs_SparseAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optimizer_can_be_printed_ASGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optimizer_can_be_printed_Adadelta_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optimizer_can_be_printed_Adafactor_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optimizer_can_be_printed_Adagrad_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optimizer_can_be_printed_AdamW_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optimizer_can_be_printed_Adam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optimizer_can_be_printed_Adamax_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optimizer_can_be_printed_LBFGS_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optimizer_can_be_printed_Muon_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optimizer_can_be_printed_NAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optimizer_can_be_printed_RAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optimizer_can_be_printed_RMSprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optimizer_can_be_printed_Rprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optimizer_can_be_printed_SGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_optimizer_can_be_printed_SparseAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_group_with_lrscheduler_goes_right_direction_ASGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_group_with_lrscheduler_goes_right_direction_Adadelta_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_group_with_lrscheduler_goes_right_direction_Adafactor_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_group_with_lrscheduler_goes_right_direction_Adagrad_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_group_with_lrscheduler_goes_right_direction_AdamW_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_group_with_lrscheduler_goes_right_direction_Adam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_group_with_lrscheduler_goes_right_direction_Adamax_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_group_with_lrscheduler_goes_right_direction_LBFGS_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_group_with_lrscheduler_goes_right_direction_Muon_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_group_with_lrscheduler_goes_right_direction_NAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_group_with_lrscheduler_goes_right_direction_RAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_group_with_lrscheduler_goes_right_direction_RMSprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_group_with_lrscheduler_goes_right_direction_Rprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_group_with_lrscheduler_goes_right_direction_SGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_group_with_lrscheduler_goes_right_direction_SparseAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_lr_ASGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_lr_Adadelta_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_lr_Adafactor_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_lr_Adagrad_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_lr_AdamW_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_lr_Adam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_lr_Adamax_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_lr_LBFGS_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_lr_Muon_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_lr_NAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_lr_RAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_lr_RMSprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_lr_Rprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_lr_SGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_lr_SparseAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_weight_decay_ASGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_weight_decay_Adadelta_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_weight_decay_Adafactor_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_weight_decay_Adagrad_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_weight_decay_AdamW_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_weight_decay_Adam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_weight_decay_Adamax_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_weight_decay_LBFGS_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_weight_decay_Muon_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_weight_decay_NAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_weight_decay_RAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_weight_decay_RMSprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_weight_decay_Rprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_weight_decay_SGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_param_groups_weight_decay_SparseAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_peak_memory_foreach_ASGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_peak_memory_foreach_Adadelta_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_peak_memory_foreach_Adafactor_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_peak_memory_foreach_Adagrad_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_peak_memory_foreach_AdamW_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_peak_memory_foreach_Adam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_peak_memory_foreach_Adamax_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_peak_memory_foreach_NAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_peak_memory_foreach_RAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_peak_memory_foreach_RMSprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_peak_memory_foreach_Rprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_peak_memory_foreach_SGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_rosenbrock_sparse_with_lrsched_False_Adagrad_cuda_float64, test/test_optim.py::TestOptimRenewedCUDA::test_rosenbrock_sparse_with_lrsched_False_SGD_cuda_float64, test/test_optim.py::TestOptimRenewedCUDA::test_rosenbrock_sparse_with_lrsched_False_SparseAdam_cuda_float64, test/test_optim.py::TestOptimRenewedCUDA::test_rosenbrock_sparse_with_lrsched_True_Adagrad_cuda_float64, test/test_optim.py::TestOptimRenewedCUDA::test_rosenbrock_sparse_with_lrsched_True_SGD_cuda_float64, test/test_optim.py::TestOptimRenewedCUDA::test_rosenbrock_sparse_with_lrsched_True_SparseAdam_cuda_float64, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_False_ASGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_False_Adadelta_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_False_Adafactor_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_False_Adagrad_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_False_AdamW_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_False_Adam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_False_Adamax_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_False_LBFGS_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_False_Muon_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_False_NAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_False_RAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_False_RMSprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_False_Rprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_False_SGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_False_SparseAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_True_ASGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_True_Adadelta_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_True_Adafactor_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_True_Adagrad_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_True_AdamW_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_True_Adam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_True_Adamax_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_True_LBFGS_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_True_Muon_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_True_NAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_True_RAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_True_RMSprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_True_Rprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_True_SGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_save_load_equality_with_weights_only_is_named_optim_True_SparseAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_second_order_optims_return_consistent_types_LBFGS_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_set_default_dtype_works_with_foreach_ASGD_cuda_float64, test/test_optim.py::TestOptimRenewedCUDA::test_set_default_dtype_works_with_foreach_Adadelta_cuda_float64, test/test_optim.py::TestOptimRenewedCUDA::test_set_default_dtype_works_with_foreach_Adafactor_cuda_float64, test/test_optim.py::TestOptimRenewedCUDA::test_set_default_dtype_works_with_foreach_Adagrad_cuda_float64, test/test_optim.py::TestOptimRenewedCUDA::test_set_default_dtype_works_with_foreach_AdamW_cuda_float64, test/test_optim.py::TestOptimRenewedCUDA::test_set_default_dtype_works_with_foreach_Adam_cuda_float64, test/test_optim.py::TestOptimRenewedCUDA::test_set_default_dtype_works_with_foreach_Adamax_cuda_float64, test/test_optim.py::TestOptimRenewedCUDA::test_set_default_dtype_works_with_foreach_NAdam_cuda_float64, test/test_optim.py::TestOptimRenewedCUDA::test_set_default_dtype_works_with_foreach_RAdam_cuda_float64, test/test_optim.py::TestOptimRenewedCUDA::test_set_default_dtype_works_with_foreach_RMSprop_cuda_float64, test/test_optim.py::TestOptimRenewedCUDA::test_set_default_dtype_works_with_foreach_Rprop_cuda_float64, test/test_optim.py::TestOptimRenewedCUDA::test_set_default_dtype_works_with_foreach_SGD_cuda_float64, test/test_optim.py::TestOptimRenewedCUDA::test_state_dict_deterministic_is_named_optim0_False_is_named_optim1_False_ASGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_state_dict_deterministic_is_named_optim0_False_is_named_optim1_False_Adadelta_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_state_dict_deterministic_is_named_optim0_False_is_named_optim1_False_Adafactor_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_state_dict_deterministic_is_named_optim0_False_is_named_optim1_False_Adagrad_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_state_dict_deterministic_is_named_optim0_False_is_named_optim1_False_AdamW_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_state_dict_deterministic_is_named_optim0_False_is_named_optim1_False_Adam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_state_dict_deterministic_is_named_optim0_False_is_named_optim1_False_Adamax_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_state_dict_deterministic_is_named_optim0_False_is_named_optim1_False_LBFGS_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_state_dict_deterministic_is_named_optim0_False_is_named_optim1_False_Muon_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_state_dict_deterministic_is_named_optim0_False_is_named_optim1_False_NAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_state_dict_deterministic_is_named_optim0_False_is_named_optim1_False_RAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_state_dict_deterministic_is_named_optim0_False_is_named_optim1_False_RMSprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_state_dict_deterministic_is_named_optim0_False_is_named_optim1_False_Rprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_state_dict_deterministic_is_named_optim0_False_is_named_optim1_False_SGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_state_dict_deterministic_is_named_optim0_False_is_named_optim1_False_SparseAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_state_dict_deterministic_is_named_optim0_False_is_named_optim1_True_ASGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_state_dict_deterministic_is_named_optim0_False_is_named_optim1_True_Adadelta_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_state_dict_deterministic_is_named_optim0_False_is_named_optim1_True_Adafactor_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_state_dict_deterministic_is_named_optim0_False_is_named_optim1_True_Adagrad_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_state_dict_deterministic_is_named_optim0_False_is_named_optim1_True_AdamW_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_state_dict_deterministic_is_named_optim0_False_is_named_optim1_True_Adam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_state_dict_deterministic_is_named_optim0_False_is_named_optim1_True_Adamax_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_state_dict_deterministic_is_named_optim0_False_is_named_optim1_True_LBFGS_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_state_dict_deterministic_is_named_optim0_False_is_named_optim1_True_Muon_cuda_float32, 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test/test_optim.py::TestOptimRenewedCUDA::test_step_post_hook_Muon_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_step_post_hook_NAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_step_post_hook_RAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_step_post_hook_RMSprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_step_post_hook_Rprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_step_post_hook_SGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_step_post_hook_SparseAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_step_pre_hook_ASGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_step_pre_hook_Adadelta_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_step_pre_hook_Adafactor_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_step_pre_hook_Adagrad_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_step_pre_hook_AdamW_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_step_pre_hook_Adam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_step_pre_hook_Adamax_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_step_pre_hook_LBFGS_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_step_pre_hook_Muon_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_step_pre_hook_NAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_step_pre_hook_RAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_step_pre_hook_RMSprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_step_pre_hook_Rprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_step_pre_hook_SGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_step_pre_hook_SparseAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_0_ASGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_0_Adadelta_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_0_Adafactor_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_0_Adagrad_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_0_AdamW_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_0_Adam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_0_Adamax_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_0_LBFGS_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_0_Muon_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_0_NAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_0_RAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_0_RMSprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_0_Rprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_0_SGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_0_SparseAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_1_ASGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_1_Adadelta_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_1_Adafactor_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_1_Adagrad_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_1_AdamW_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_1_Adam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_1_Adamax_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_1_LBFGS_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_1_Muon_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_1_NAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_1_RAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_1_RMSprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_1_Rprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_1_SGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_1_SparseAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_2_ASGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_2_Adadelta_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_2_Adafactor_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_2_Adagrad_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_2_AdamW_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_2_Adam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_2_Adamax_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_2_LBFGS_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_2_Muon_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_2_NAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_2_RAdam_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_2_RMSprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_2_Rprop_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_2_SGD_cuda_float32, test/test_optim.py::TestOptimRenewedCUDA::test_tensor_lr_num_dim_2_SparseAdam_cuda_float32 2025-09-07T08:23:26.7765173Z 2025-09-07T08:23:29.7779003Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:23:29.7780385Z import pkg_resources 2025-09-07T08:23:30.1086882Z Running test_meta 3/4 ... [2025-09-07 08:23:30.108229] 2025-09-07T08:23:30.1087436Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:23:30.1088884Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_meta.py', '-m', 'not serial', '--shard-id=3', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:23:30.108603] 2025-09-07T08:25:05.0171325Z 2025-09-07T08:25:05.0172486Z PRINTING LOG FILE of higher_order_ops/test_invoke_subgraph 1/1 (test/test-reports/higher_order_ops.test_invoke_subgraph_1.1_00d5b543832f68cf_.log) 2025-09-07T08:25:05.0174720Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:25:05.0176048Z import pkg_resources 2025-09-07T08:25:05.0176709Z Test results will be stored in test-reports/python-pytest/higher_order_ops.test_invoke_subgraph/higher_order_ops.test_invoke_subgraph-087411ff1e58009a.xml 2025-09-07T08:25:05.0177437Z ============================= test session starts ============================== 2025-09-07T08:25:05.0177911Z platform linux -- Python 3.10.18, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.10/bin/python 2025-09-07T08:25:05.0178279Z cachedir: .pytest_cache 2025-09-07T08:25:05.0178707Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-09-07T08:25:05.0179178Z rootdir: /var/lib/jenkins/workspace 2025-09-07T08:25:05.0179404Z configfile: pytest.ini 2025-09-07T08:25:05.0179855Z plugins: hypothesis-5.35.1, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, subtests-0.13.1, xdist-3.3.1, xdoctest-1.1.0, typeguard-4.3.0 2025-09-07T08:25:05.0180543Z collecting ... collected 68 items 2025-09-07T08:25:05.0180795Z stepcurrent: Cannot find last run test, not skipping 2025-09-07T08:25:05.0200733Z Running 68 items in this shard: test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraph::test_aot_function, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraph::test_multiple, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraph::test_simple, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_ac, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_ac_rng, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_ac_rng_cudagraphs, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_auto_functionalize, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_autograd_function, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_buffer_mutation_errors_under_training, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_buffer_mutation_works_under_no_grad, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_bwd_partitioning, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_complex, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_const_tensor, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_dce, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_dedupe, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_different_strides_in_backward, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_different_symint, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_differing_strides_for_grad_outs, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_div, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_dropout_checks_joint_graph, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_dropout_checks_joint_graph_inference, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_dynamic, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_fail_with_direct_invoke_subgraph, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_fake_tensor_checking, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_gen_schema, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_gen_schema_with_buffer_mutation, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_input_input_aliasing, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_input_mutation, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_input_mutation_inference_mode, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_input_mutation_mutiple_times, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_input_mutation_mutiple_times_fake_tensor_cahche_hit, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_input_output_aliasing, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_kwargs_only, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_list, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_mod_attr_aliasing, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_module, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_module_forward, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_module_method, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_nonlocal_update, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_normalize_gm, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_output_output_aliasing, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_pending_unbacked, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_preserves_output_strides, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_preserves_strides, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_redundant_compile_region, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_return_none, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_return_none_from_fwd, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_return_size, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_sdpa, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_simple, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_simple_module, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_symint_from_fwd_to_bwd, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_triton_kernel_native, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_tuple_of_tuple, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_unbacked, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_unbacked_symbol, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_view_to_reshape, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportNonstrict::test_multiple_module, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportNonstrict::test_pending_unbacked, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportNonstrict::test_simple_func, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportNonstrict::test_simple_method, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportNonstrict::test_unbacked, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportStrict::test_multiple_module, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportStrict::test_pending_unbacked, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportStrict::test_simple_func, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportStrict::test_simple_method, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportStrict::test_unbacked, test/higher_order_ops/test_invoke_subgraph.py::NegativeTesting::test_graph_break 2025-09-07T08:25:05.0220241Z 2025-09-07T08:25:05.0220505Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraph::test_aot_function PASSED [0.0345s] [ 1%] 2025-09-07T08:25:05.0221074Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraph::test_multiple PASSED [0.0286s] [ 2%] 2025-09-07T08:25:05.0221609Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraph::test_simple PASSED [0.0015s] [ 4%] 2025-09-07T08:25:05.0222147Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_ac PASSED [2.1225s] [ 5%] 2025-09-07T08:25:05.0222711Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_ac_rng PASSED [1.6924s] [ 7%] 2025-09-07T08:25:05.0223328Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_ac_rng_cudagraphs PASSED [1.6891s] [ 8%] 2025-09-07T08:25:05.0223979Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_auto_functionalize PASSED [0.2073s] [ 10%] 2025-09-07T08:25:05.0224616Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_autograd_function PASSED [0.1493s] [ 11%] 2025-09-07T08:25:05.0225312Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_buffer_mutation_errors_under_training PASSED [0.0612s] [ 13%] 2025-09-07T08:25:05.0226045Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_buffer_mutation_works_under_no_grad PASSED [1.0967s] [ 14%] 2025-09-07T08:25:05.0226849Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_bwd_partitioning PASSED [0.1442s] [ 16%] 2025-09-07T08:25:05.0227466Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_complex PASSED [0.6178s] [ 17%] 2025-09-07T08:25:05.0228062Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_const_tensor PASSED [0.1536s] [ 19%] 2025-09-07T08:25:05.0228641Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_dce PASSED [0.0689s] [ 20%] 2025-09-07T08:25:05.0229193Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_dedupe PASSED [0.1392s] [ 22%] 2025-09-07T08:25:05.0229830Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_different_strides_in_backward PASSED [3.1649s] [ 23%] 2025-09-07T08:25:05.0230497Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_different_symint PASSED [3.0982s] [ 25%] 2025-09-07T08:25:05.0231304Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_differing_strides_for_grad_outs SKIPPED [0.0003s] (FunctionCtx ops is not cacheable right now) [ 26%] 2025-09-07T08:25:05.0232056Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_div PASSED [0.9356s] [ 27%] 2025-09-07T08:25:05.0232798Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_dropout_checks_joint_graph PASSED [1.8913s] [ 29%] 2025-09-07T08:25:05.0233567Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_dropout_checks_joint_graph_inference PASSED [0.7860s] [ 30%] 2025-09-07T08:25:05.0234225Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_dynamic PASSED [0.7740s] [ 32%] 2025-09-07T08:25:05.0234866Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_fail_with_direct_invoke_subgraph PASSED [0.0060s] [ 33%] 2025-09-07T08:25:05.0235545Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_fake_tensor_checking PASSED [0.1504s] [ 35%] 2025-09-07T08:25:05.0236166Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_gen_schema PASSED [0.1669s] [ 36%] 2025-09-07T08:25:05.0236815Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_gen_schema_with_buffer_mutation PASSED [0.0688s] [ 38%] 2025-09-07T08:25:05.0237498Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_input_input_aliasing PASSED [0.0190s] [ 39%] 2025-09-07T08:25:05.0238139Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_input_mutation PASSED [0.5724s] [ 41%] 2025-09-07T08:25:05.0238800Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_input_mutation_inference_mode PASSED [0.1026s] [ 42%] 2025-09-07T08:25:05.0239491Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_input_mutation_mutiple_times PASSED [1.1230s] [ 44%] 2025-09-07T08:25:05.0240242Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_input_mutation_mutiple_times_fake_tensor_cahche_hit PASSED [0.4049s] [ 45%] 2025-09-07T08:25:05.0240979Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_input_output_aliasing PASSED [0.0293s] [ 47%] 2025-09-07T08:25:05.0241612Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_kwargs_only PASSED [0.5740s] [ 48%] 2025-09-07T08:25:05.0242195Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_list PASSED [1.5511s] [ 50%] 2025-09-07T08:25:05.0242795Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_mod_attr_aliasing PASSED [0.6081s] [ 51%] 2025-09-07T08:25:05.0243387Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_module PASSED [0.1619s] [ 52%] 2025-09-07T08:25:05.0243979Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_module_forward PASSED [1.4572s] [ 54%] 2025-09-07T08:25:05.0244642Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_module_method PASSED [0.5076s] [ 55%] 2025-09-07T08:25:05.0245262Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_nonlocal_update PASSED [1.5141s] [ 57%] 2025-09-07T08:25:05.0245890Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_normalize_gm PASSED [0.2878s] [ 58%] 2025-09-07T08:25:05.0246651Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_output_output_aliasing PASSED [0.0281s] [ 60%] 2025-09-07T08:25:05.0247294Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_pending_unbacked PASSED [0.0521s] [ 61%] 2025-09-07T08:25:05.0247967Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_preserves_output_strides PASSED [0.8917s] [ 63%] 2025-09-07T08:25:05.0248632Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_preserves_strides PASSED [0.3905s] [ 64%] 2025-09-07T08:25:05.0249293Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_redundant_compile_region PASSED [0.1238s] [ 66%] 2025-09-07T08:25:05.0249927Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_return_none PASSED [0.6528s] [ 67%] 2025-09-07T08:25:05.0250589Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_return_none_from_fwd PASSED [1.2625s] [ 69%] 2025-09-07T08:25:05.0251277Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_return_size PASSED [2.0455s] [ 70%] 2025-09-07T08:25:05.0251895Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_sdpa PASSED [0.2380s] [ 72%] 2025-09-07T08:25:05.0252455Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_simple PASSED [0.6452s] [ 73%] 2025-09-07T08:25:05.0253050Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_simple_module PASSED [1.3352s] [ 75%] 2025-09-07T08:25:05.0253678Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_symint_from_fwd_to_bwd PASSED [2.0149s] [ 76%] 2025-09-07T08:25:05.0254331Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_triton_kernel_native PASSED [0.3650s] [ 77%] 2025-09-07T08:25:05.0255015Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_tuple_of_tuple Fatal Python error: Segmentation fault 2025-09-07T08:25:05.0255414Z 2025-09-07T08:25:05.0255521Z Thread 0x00007f3952bfd640 (most recent call first): 2025-09-07T08:25:05.0255929Z File "/opt/conda/envs/py_3.10/lib/python3.10/concurrent/futures/thread.py", line 81 in _worker 2025-09-07T08:25:05.0256377Z File "/opt/conda/envs/py_3.10/lib/python3.10/threading.py", line 953 in run 2025-09-07T08:25:05.0256803Z File "/opt/conda/envs/py_3.10/lib/python3.10/threading.py", line 1016 in _bootstrap_inner 2025-09-07T08:25:05.0257245Z File "/opt/conda/envs/py_3.10/lib/python3.10/threading.py", line 973 in _bootstrap 2025-09-07T08:25:05.0257500Z 2025-09-07T08:25:05.0257607Z Thread 0x00007f39535fe640 (most recent call first): 2025-09-07T08:25:05.0258097Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_worker/subproc_pool.py", line 73 in _recv_msg 2025-09-07T08:25:05.0258807Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_worker/subproc_pool.py", line 228 in _read_thread 2025-09-07T08:25:05.0259369Z File "/opt/conda/envs/py_3.10/lib/python3.10/threading.py", line 953 in run 2025-09-07T08:25:05.0259807Z File "/opt/conda/envs/py_3.10/lib/python3.10/threading.py", line 1016 in _bootstrap_inner 2025-09-07T08:25:05.0260249Z File "/opt/conda/envs/py_3.10/lib/python3.10/threading.py", line 973 in _bootstrap 2025-09-07T08:25:05.0260496Z 2025-09-07T08:25:05.0260595Z Thread 0x00007f3953fff640 (most recent call first): 2025-09-07T08:25:05.0260966Z File "/opt/conda/envs/py_3.10/lib/python3.10/concurrent/futures/thread.py", line 81 in _worker 2025-09-07T08:25:05.0261407Z File "/opt/conda/envs/py_3.10/lib/python3.10/threading.py", line 953 in run 2025-09-07T08:25:05.0261872Z File "/opt/conda/envs/py_3.10/lib/python3.10/threading.py", line 1016 in _bootstrap_inner 2025-09-07T08:25:05.0262306Z File "/opt/conda/envs/py_3.10/lib/python3.10/threading.py", line 973 in _bootstrap 2025-09-07T08:25:05.0262552Z 2025-09-07T08:25:05.0262655Z Thread 0x00007f3960f50640 (most recent call first): 2025-09-07T08:25:05.0263024Z File "/opt/conda/envs/py_3.10/lib/python3.10/concurrent/futures/thread.py", line 81 in _worker 2025-09-07T08:25:05.0263473Z File "/opt/conda/envs/py_3.10/lib/python3.10/threading.py", line 953 in run 2025-09-07T08:25:05.0263891Z File "/opt/conda/envs/py_3.10/lib/python3.10/threading.py", line 1016 in _bootstrap_inner 2025-09-07T08:25:05.0264349Z File "/opt/conda/envs/py_3.10/lib/python3.10/threading.py", line 973 in _bootstrap 2025-09-07T08:25:05.0264597Z 2025-09-07T08:25:05.0264697Z Thread 0x00007f3961951640 (most recent call first): 2025-09-07T08:25:05.0265066Z File "/opt/conda/envs/py_3.10/lib/python3.10/concurrent/futures/thread.py", line 81 in _worker 2025-09-07T08:25:05.0265504Z File "/opt/conda/envs/py_3.10/lib/python3.10/threading.py", line 953 in run 2025-09-07T08:25:05.0265924Z File "/opt/conda/envs/py_3.10/lib/python3.10/threading.py", line 1016 in _bootstrap_inner 2025-09-07T08:25:05.0266402Z File "/opt/conda/envs/py_3.10/lib/python3.10/threading.py", line 973 in _bootstrap 2025-09-07T08:25:05.0266652Z 2025-09-07T08:25:05.0266785Z Thread 0x00007f3962d52640 (most recent call first): 2025-09-07T08:25:05.0267138Z File "/opt/conda/envs/py_3.10/lib/python3.10/threading.py", line 324 in wait 2025-09-07T08:25:05.0267545Z File "/opt/conda/envs/py_3.10/lib/python3.10/threading.py", line 607 in wait 2025-09-07T08:25:05.0267985Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/tqdm/_monitor.py", line 60 in run 2025-09-07T08:25:05.0268450Z File "/opt/conda/envs/py_3.10/lib/python3.10/threading.py", line 1016 in _bootstrap_inner 2025-09-07T08:25:05.0268883Z File "/opt/conda/envs/py_3.10/lib/python3.10/threading.py", line 973 in _bootstrap 2025-09-07T08:25:05.0269134Z 2025-09-07T08:25:05.0269227Z Thread 0x00007f3968f63640 (most recent call first): 2025-09-07T08:25:05.0269455Z 2025-09-07T08:25:05.0269550Z 2025-09-07T08:25:05.0269678Z Current thread 0x00007f3aa95c9440 (most recent call first): 2025-09-07T08:25:05.0270155Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_subclasses/meta_utils.py", line 1790 in meta_tensor 2025-09-07T08:25:05.0270773Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_subclasses/meta_utils.py", line 1922 in __call__ 2025-09-07T08:25:05.0271416Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_subclasses/fake_tensor.py", line 404 in from_real_tensor 2025-09-07T08:25:05.0272065Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_subclasses/fake_tensor.py", line 2989 in from_tensor 2025-09-07T08:25:05.0272714Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/passes/fake_tensor_prop.py", line 102 in 2025-09-07T08:25:05.0273372Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/passes/fake_tensor_prop.py", line 101 in propagate 2025-09-07T08:25:05.0274011Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/passes/fake_tensor_prop.py", line 71 in run_node 2025-09-07T08:25:05.0274591Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/interpreter.py", line 174 in run 2025-09-07T08:25:05.0275243Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/fx/passes/fake_tensor_prop.py", line 109 in propagate_dont_convert_inputs 2025-09-07T08:25:05.0275948Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx.py", line 693 in fake_tensor_prop 2025-09-07T08:25:05.0276607Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx.py", line 1258 in codegen_and_compile 2025-09-07T08:25:05.0277346Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx.py", line 1695 in fx_codegen_and_compile 2025-09-07T08:25:05.0278012Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx.py", line 974 in _compile_fx_inner 2025-09-07T08:25:05.0278656Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_dynamo/repro/after_aot.py", line 144 in debug_wrapper 2025-09-07T08:25:05.0279295Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx.py", line 782 in compile_fx_inner 2025-09-07T08:25:05.0279947Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx.py", line 2321 in compile_fx_backward 2025-09-07T08:25:05.0280588Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_inductor/compile_fx.py", line 2596 in bw_compiler 2025-09-07T08:25:05.0281195Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_utils_internal.py", line 92 in wrapper_function 2025-09-07T08:25:05.0281782Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_dynamo/eval_frame.py", line 1044 in _fn 2025-09-07T08:25:05.0282407Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_dynamo/backends/common.py", line 82 in _wrapped_bw_compiler 2025-09-07T08:25:05.0283126Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_functorch/_aot_autograd/schemas.py", line 1267 in __call__ 2025-09-07T08:25:05.0283873Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_functorch/_aot_autograd/runtime_wrappers.py", line 2432 in _backward_impl 2025-09-07T08:25:05.0284643Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_functorch/_aot_autograd/runtime_wrappers.py", line 2289 in impl_fn 2025-09-07T08:25:05.0285354Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_functorch/_aot_autograd/runtime_wrappers.py", line 2303 in backward 2025-09-07T08:25:05.0285997Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/autograd/function.py", line 315 in apply 2025-09-07T08:25:05.0286669Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/autograd/graph.py", line 841 in _engine_run_backward 2025-09-07T08:25:05.0287278Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/autograd/__init__.py", line 354 in backward 2025-09-07T08:25:05.0287835Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_tensor.py", line 625 in backward 2025-09-07T08:25:05.0288408Z File "/var/lib/jenkins/workspace/test/higher_order_ops/test_invoke_subgraph.py", line 516 in test_tuple_of_tuple 2025-09-07T08:25:05.0289060Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3224 in wrapper 2025-09-07T08:25:05.0289632Z File "/opt/conda/envs/py_3.10/lib/python3.10/unittest/case.py", line 549 in _callTestMethod 2025-09-07T08:25:05.0290075Z File "/opt/conda/envs/py_3.10/lib/python3.10/unittest/case.py", line 591 in run 2025-09-07T08:25:05.0290632Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3376 in _run_custom 2025-09-07T08:25:05.0291295Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3406 in run 2025-09-07T08:25:05.0291848Z File "/opt/conda/envs/py_3.10/lib/python3.10/unittest/case.py", line 650 in __call__ 2025-09-07T08:25:05.0292333Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/_pytest/unittest.py", line 333 in runtest 2025-09-07T08:25:05.0292895Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/_pytest/runner.py", line 169 in pytest_runtest_call 2025-09-07T08:25:05.0293463Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/pluggy/_callers.py", line 121 in _multicall 2025-09-07T08:25:05.0293992Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/pluggy/_manager.py", line 120 in _hookexec 2025-09-07T08:25:05.0294514Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/pluggy/_hooks.py", line 512 in __call__ 2025-09-07T08:25:05.0295091Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/_pytest/runner.py", line 262 in 2025-09-07T08:25:05.0295609Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/_pytest/runner.py", line 341 in from_call 2025-09-07T08:25:05.0296165Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/_pytest/runner.py", line 261 in call_runtest_hook 2025-09-07T08:25:05.0296730Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/_pytest/runner.py", line 222 in call_and_report 2025-09-07T08:25:05.0297293Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/_pytest/runner.py", line 133 in runtestprotocol 2025-09-07T08:25:05.0297911Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/pytest_rerunfailures.py", line 549 in pytest_runtest_protocol 2025-09-07T08:25:05.0298509Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/pluggy/_callers.py", line 121 in _multicall 2025-09-07T08:25:05.0299045Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/pluggy/_manager.py", line 120 in _hookexec 2025-09-07T08:25:05.0299562Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/pluggy/_hooks.py", line 512 in __call__ 2025-09-07T08:25:05.0300152Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/_pytest/main.py", line 348 in pytest_runtestloop 2025-09-07T08:25:05.0300749Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/pluggy/_callers.py", line 121 in _multicall 2025-09-07T08:25:05.0301311Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/pluggy/_manager.py", line 120 in _hookexec 2025-09-07T08:25:05.0301833Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/pluggy/_hooks.py", line 512 in __call__ 2025-09-07T08:25:05.0302328Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/_pytest/main.py", line 323 in _main 2025-09-07T08:25:05.0302838Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/_pytest/main.py", line 269 in wrap_session 2025-09-07T08:25:05.0303390Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/_pytest/main.py", line 316 in pytest_cmdline_main 2025-09-07T08:25:05.0303950Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/pluggy/_callers.py", line 121 in _multicall 2025-09-07T08:25:05.0304479Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/pluggy/_manager.py", line 120 in _hookexec 2025-09-07T08:25:05.0304990Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/pluggy/_hooks.py", line 512 in __call__ 2025-09-07T08:25:05.0305517Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/_pytest/config/__init__.py", line 166 in main 2025-09-07T08:25:05.0306128Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 1299 in run_tests 2025-09-07T08:25:05.0306746Z File "/var/lib/jenkins/workspace/test/higher_order_ops/test_invoke_subgraph.py", line 2686 in 2025-09-07T08:25:05.0307070Z 2025-09-07T08:25:05.0323219Z Extension modules: numpy.core._multiarray_umath, numpy.core._multiarray_tests, numpy.linalg._umath_linalg, numpy.fft._pocketfft_internal, numpy.random._common, numpy.random.bit_generator, numpy.random._bounded_integers, numpy.random._mt19937, numpy.random.mtrand, numpy.random._philox, numpy.random._pcg64, numpy.random._sfc64, numpy.random._generator, torch._C, torch._C._dynamo.autograd_compiler, torch._C._dynamo.eval_frame, torch._C._dynamo.guards, torch._C._dynamo.utils, torch._C._fft, torch._C._linalg, torch._C._nested, torch._C._nn, torch._C._sparse, torch._C._special, markupsafe._speedups, multidict._multidict, yarl._quoting_c, propcache._helpers_c, aiohttp._http_writer, aiohttp._http_parser, aiohttp._websocket.mask, aiohttp._websocket.reader_c, frozenlist._frozenlist, charset_normalizer.md, requests.packages.charset_normalizer.md, requests.packages.chardet.md, thriftpy2.transport.cybase, thriftpy2.transport.buffered.cybuffered, thriftpy2.transport.framed.cyframed, thriftpy2.transport.memory.cymemory, thriftpy2.transport.sasl.cysasl, thriftpy2.protocol.cybin.cybin, yaml._yaml, numba.core.typeconv._typeconv, numba._helperlib, numba._dynfunc, numba._dispatcher, numba.core.runtime._nrt_python, numba.np.ufunc._internal, scipy._lib._ccallback_c, numba.mviewbuf, psutil._psutil_linux, psutil._psutil_posix, cuda_utils, civl2kpj7bkqkcprzwwql72av5t25kxgtazghcb5p2w3npiqmqjy.kernel, c4crylc2yzwtpji3fkqi4rnm6mc3r23uvmhhu5u2du4gr6wnwikp.kernel, ci4dilhn6pegro4twgqdrpq6csmswqaw66vg7sav6ywkgt2dmmxw.kernel, cmiyysw2p63ul4xs6l2osxyldgxuapqsq6vpuhfeqs4ebznlf4do.kernel, 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ckjc25b7vesowqnmgmq2sbrccoo2z6ztsfvefkamu7puavvo662k.kernel, cmmufasz6mqydnnnbgsw7oaulc4yit5bwcgw2h4n3nwsz2pap54x.kernel, cxh6wb7tnhlsnum4ybjr2tua4ojrqwabbuybcbizghyofdzarncw.kernel, cbkxsbho5vgrg52lr5jcg63xdp3nrngbb4tu7rru3dju5lzd6d4n.kernel, clza5olypthnjdhzb7tjogr5lhc7nz7uflogbz5d3qh2rwrj2jkr.kernel, c2eit2w5lv3moeefvj36zazxkoz3s5ey7jowmtwbrkq3sd65nmdd.kernel, cjimmtd5lzy3oc3b7farifdfk7n74qkk5ean6cv52fgeudmo2q6h.kernel, c6gl6sweby3bprlm4kygsarf5srqyqpjy5hqumsjdl7wg4zb5pwp.kernel, caclazje5gwwovg7bx36nyo6zkizlub2q32qwwmvaou72be3agrl.kernel, cscv55a3icx6iu4cabe5kflmyyoyohiaylcg6kflcntawhjjqbus.kernel, cdpacscod5fopwaotgaehm5emtpuj2ek4uxvhhvjyl2i7z43pxh2.kernel, cycfjcpnde5brvsdypc3mdyoyeggcatzh5wxydm6u45jbkzxzrde.kernel, celhrwjl47r5kzheiujd7phewomelsrt5euitwdk4saaelnlqibp.kernel, cnro6kgpv5a6kupc4hurudcgtpj2moag73rxx54wbo2hrv3th7lp.kernel, ci37ctsbricxiuyp7avs3nobrytpsh6zr3rbxg2bculvrsbbvzds.kernel, cxcuvl4gtmdsdylijwl2zdcyhvvnadxnqyksxopypujkpnj6yoxl.kernel, cozroia3ybbwzfjreqwad7xzkygmw6zpgxdjtcxx7j7bct4xwsth.kernel, crsyimlgecicu6il7lpgmfjpqhmenz37u6phtvm36se6wjqxnf7t.kernel, ct5zxwf4blppwnf4czf4piqlfydg6edni555za45243ur4epq6ad.kernel, clnyrgy3f4xps3dqfqn2n3gz7ud2wcl33mndbfziuohjd2r6nbxm.kernel, c4sjicucbivzwjzigmqwl323xbvkmf7h5asi6ke2chau7neobbr6.kernel, cblrc67td6mhqvfesuaccy7d3wdv3gl6zdhqzwgyj3p42uqerned.kernel, cmearrcyk6423kk72osybvqggjxer7carx3me5hw6hto4rkzap3h.kernel, cro5eege2mmnnai4fsjzp3p3lzh4ywjhgsxgruon5qvkmx4hy43g.kernel, c5voh7h6ate3rzkcfjgx5dpybz2srkdvwkkesmtetfwh2ldmenpp.kernel, c7owy6ix3gd3k7v234jc2eqk7pq4sn3fzfog3wsfdxjgpjndnvtf.kernel, cifb6zmngq75gmxfcilpueatz3tfmx7n5cvncnk6ok6rz5v4uo6s.kernel, cifj2drz3qonf5jexhlyzevqdsdmllkiicjf3wzqxfh2tm4aatme.kernel, ceng5rjp6nvm2oyj56zrgn7zz3xzw2aplrfy57waat6klokbtlpl.kernel, cureg5vnul4nl5x3x7htig5s2zrhpa6st43fmyqoohdz6j5l7kpo.kernel, cts5esehfjczjzz2dzqrgroormdhizvxatmd6765ntub4njcat3z.kernel, codpjlpck5g6gfla25qebsaocattfjd54mg4azlvubmgqap7wxzz.kernel, cljux327utbfv3mnks7n5azghzu7bu5ainkipui7qdgzuh2awezh.kernel, c4lgoxfhyyzorcafiaej2ccih6awje4xr3yhsvt5g6wf4c45spxl.kernel, __triton_launcher (total: 109) 2025-09-07T08:25:05.0339158Z Got exit code -11 (SIGSEGV) 2025-09-07T08:25:05.0339359Z Retrying single test... 2025-09-07T08:25:05.0340345Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:25:05.0341380Z import pkg_resources 2025-09-07T08:25:05.0341879Z Test results will be stored in test-reports/python-pytest/higher_order_ops.test_invoke_subgraph/higher_order_ops.test_invoke_subgraph-93c4f46569d56c3c.xml 2025-09-07T08:25:05.0342455Z ============================= test session starts ============================== 2025-09-07T08:25:05.0342852Z platform linux -- Python 3.10.18, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.10/bin/python 2025-09-07T08:25:05.0343215Z cachedir: .pytest_cache 2025-09-07T08:25:05.0343638Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-09-07T08:25:05.0344093Z rootdir: /var/lib/jenkins/workspace 2025-09-07T08:25:05.0344305Z configfile: pytest.ini 2025-09-07T08:25:05.0344738Z plugins: hypothesis-5.35.1, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, subtests-0.13.1, xdist-3.3.1, xdoctest-1.1.0, typeguard-4.3.0 2025-09-07T08:25:05.0345263Z collecting ... collected 68 items / 67 deselected / 1 selected 2025-09-07T08:25:05.0345851Z stepcurrent: skipping 53 already run items. Running only test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_tuple_of_tuple 2025-09-07T08:25:05.0346376Z Running 1 items in this shard 2025-09-07T08:25:05.0346510Z 2025-09-07T08:25:05.0346859Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_tuple_of_tuple PASSED [1.2001s] [100%] 2025-09-07T08:25:05.0347255Z 2025-09-07T08:25:05.0347763Z - generated xml file: /var/lib/jenkins/workspace/test/test-reports/python-pytest/higher_order_ops.test_invoke_subgraph/higher_order_ops.test_invoke_subgraph-93c4f46569d56c3c.xml - 2025-09-07T08:25:05.0348448Z ======================= 1 passed, 67 deselected in 1.22s ======================= 2025-09-07T08:25:05.0348706Z Got exit code 0 2025-09-07T08:25:05.0348952Z Test succeeeded in new process, continuing with the rest of the tests 2025-09-07T08:25:05.0350033Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:25:05.0351039Z import pkg_resources 2025-09-07T08:25:05.0351556Z Test results will be stored in test-reports/python-pytest/higher_order_ops.test_invoke_subgraph/higher_order_ops.test_invoke_subgraph-78ab019874fa880e.xml 2025-09-07T08:25:05.0352128Z ============================= test session starts ============================== 2025-09-07T08:25:05.0352509Z platform linux -- Python 3.10.18, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.10/bin/python 2025-09-07T08:25:05.0352866Z cachedir: .pytest_cache 2025-09-07T08:25:05.0353283Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-09-07T08:25:05.0353741Z rootdir: /var/lib/jenkins/workspace 2025-09-07T08:25:05.0353943Z configfile: pytest.ini 2025-09-07T08:25:05.0354370Z plugins: hypothesis-5.35.1, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, subtests-0.13.1, xdist-3.3.1, xdoctest-1.1.0, typeguard-4.3.0 2025-09-07T08:25:05.0354896Z collecting ... collected 68 items / 54 deselected / 14 selected 2025-09-07T08:25:05.0355197Z stepcurrent: skipping 54 already run items. 2025-09-07T08:25:05.0355434Z Running 14 items in this shard 2025-09-07T08:25:05.0355562Z 2025-09-07T08:25:05.0355826Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_unbacked PASSED [0.9871s] [ 7%] 2025-09-07T08:25:05.0356439Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_unbacked_symbol PASSED [0.4442s] [ 14%] 2025-09-07T08:25:05.0357067Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_view_to_reshape PASSED [1.4414s] [ 21%] 2025-09-07T08:25:05.0357724Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportNonstrict::test_multiple_module PASSED [0.6856s] [ 28%] 2025-09-07T08:25:05.0358466Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportNonstrict::test_pending_unbacked PASSED [1.1270s] [ 35%] 2025-09-07T08:25:05.0359139Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportNonstrict::test_simple_func PASSED [0.9900s] [ 42%] 2025-09-07T08:25:05.0359813Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportNonstrict::test_simple_method PASSED [0.9773s] [ 50%] 2025-09-07T08:25:05.0360487Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportNonstrict::test_unbacked PASSED [2.1326s] [ 57%] 2025-09-07T08:25:05.0361134Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportStrict::test_multiple_module PASSED [0.4740s] [ 64%] 2025-09-07T08:25:05.0361797Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportStrict::test_pending_unbacked PASSED [0.6152s] [ 71%] 2025-09-07T08:25:05.0362448Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportStrict::test_simple_func PASSED [0.0683s] [ 78%] 2025-09-07T08:25:05.0363087Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportStrict::test_simple_method PASSED [0.0664s] [ 85%] 2025-09-07T08:25:05.0363720Z higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportStrict::test_unbacked PASSED [1.6024s] [ 92%] 2025-09-07T08:25:05.0364371Z higher_order_ops/test_invoke_subgraph.py::NegativeTesting::test_graph_break PASSED [0.0104s] [100%] 2025-09-07T08:25:05.0364711Z 2025-09-07T08:25:05.0365207Z - generated xml file: /var/lib/jenkins/workspace/test/test-reports/python-pytest/higher_order_ops.test_invoke_subgraph/higher_order_ops.test_invoke_subgraph-78ab019874fa880e.xml - 2025-09-07T08:25:05.0365882Z ====================== 14 passed, 54 deselected in 11.66s ====================== 2025-09-07T08:25:05.0366560Z The following tests failed and then succeeded when run in a new process['test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_tuple_of_tuple'] 2025-09-07T08:25:05.0367054Z 2025-09-07T08:25:05.0367431Z FINISHED PRINTING LOG FILE of higher_order_ops/test_invoke_subgraph 1/1 (test/test-reports/higher_order_ops.test_invoke_subgraph_1.1_00d5b543832f68cf_.log) 2025-09-07T08:25:05.0367895Z 2025-09-07T08:25:08.0342799Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:25:08.0344239Z import pkg_resources 2025-09-07T08:25:08.3691039Z Running test_meta 4/4 ... [2025-09-07 08:25:08.368678] 2025-09-07T08:25:08.3691424Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:25:08.3693516Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_meta.py', '-m', 'not serial', '--shard-id=4', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:25:08.369026] 2025-09-07T08:32:06.2782820Z 2025-09-07T08:32:06.2783655Z test_meta 3/4 was successful, full logs can be found in artifacts with path test/test-reports/test_meta_3.4_d865859882d77eff_.log 2025-09-07T08:32:06.5190145Z Running 10122 items in this shard: test/test_meta.py::TestMetaConverter::test_requires_grad_false, test/test_meta.py::TestMetaConverter::test_tensor_outlives_converter, test/test_meta.py::TestMetaConverter::test_view_as_complex, test/test_meta.py::TestMetaConverter::test_view_as_real, test/test_meta.py::TestMetaConverter::test_view_mutate, test/test_meta.py::TestMetaConverter::test_view_of_non_leaf, test/test_meta.py::TestMetaCUDA::test_batch_norm_backward_output_mask1_cuda, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype___rmod___cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_atan2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_clamp_max_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_clamp_min_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_fmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_gt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_heaviside_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_igamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_igammac_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_logical_xor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_minimum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_pow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_true_divide_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_clamp_max_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_div_floor_rounding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_div_no_rounding_mode_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_fmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_fmod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_logical_and_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_logical_xor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_max_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_polar_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_pow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_special_chebyshev_polynomial_w_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_special_shifted_chebyshev_polynomial_u_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_special_shifted_chebyshev_polynomial_v_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_xlogy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_H_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_H_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_H_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_H_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_T_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_T_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_T_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___getitem___cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___getitem___cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___radd___cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___radd___cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___radd___cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___radd___cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___radd___cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rand___cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rand___cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rand___cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rdiv___cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rdiv___cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rdiv___cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rmod___cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rmod___cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rmod___cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rmul___cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rmul___cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rmul___cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rmul___cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rmul___cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rmul___cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rmul___cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___ror___cuda_int8, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_argmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_argmin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_argsort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_argsort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_argsort_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_argwhere_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_argwhere_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_partial_views_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_asin_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_asin_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_asin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_asin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_asin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_asin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_asinh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_asinh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_asinh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_asinh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_asinh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atan2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atan_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atanh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atanh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_1d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_1d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_1d_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_1d_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_1d_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_1d_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_2d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_2d_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_2d_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_2d_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_3d_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_baddbmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_baddbmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bernoulli_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bernoulli_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bfloat16_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bfloat16_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bfloat16_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bfloat16_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bfloat16_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bincount_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bincount_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_and_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_and_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_left_shift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_not_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_not_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_not_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_or_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_or_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_or_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_right_shift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_xor_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_block_diag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_block_diag_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bool_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bool_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bool_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bool_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_tensors_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_tensors_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_tensors_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_to_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_to_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bucketize_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bucketize_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_byte_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_byte_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cartesian_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cartesian_prod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cauchy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cauchy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cdouble_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cdouble_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ceil_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ceil_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chalf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chalf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chalf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chalf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_char_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_char_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_char_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_inverse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chunk_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chunk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chunk_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chunk_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_max_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_max_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_min_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_min_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_min_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_column_stack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_column_stack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_combinations_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_physical_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_physical_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_physical_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_physical_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_constant_pad_nd_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_constant_pad_nd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_constant_pad_nd_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_constant_pad_nd_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_contiguous_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_contiguous_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_contiguous_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_contiguous_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_copysign_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_copysign_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_count_nonzero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_count_nonzero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_count_nonzero_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_count_nonzero_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cov_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cov_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cross_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cross_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumprod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumprod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumprod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumsum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumulative_trapezoid_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_deg2rad_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_embed_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_embed_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_embed_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_embed_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagflat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagflat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diff_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diff_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_digamma_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_digamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_digamma_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dist_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_floor_rounding_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_floor_rounding_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_floor_rounding_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_no_rounding_mode_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_no_rounding_mode_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_no_rounding_mode_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_trunc_rounding_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_trunc_rounding_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dstack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dstack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dstack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dstack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_einsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_permuted_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_strided_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_strided_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_strided_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eq_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eq_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eq_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eq_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eq_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_equal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfinv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfinv_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfinv_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_as_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_as_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_as_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expm1_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expm1_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exponential_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eye_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eye_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eye_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eye_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eye_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fft2_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_hfft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_hfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_hfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_hfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_hfft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_hfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_hfft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_hfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_hfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_hfftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_hfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_hfftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifft2_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifftshift_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifftshift_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifftshift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifftshift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_rfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_rfft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_rfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_rfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_rfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_rfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_rfftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flip_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flip_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flip_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fliplr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flipud_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flipud_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_floor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_floor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_frac_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_like_cuda_uint16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gather_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gather_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gather_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gather_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gcd_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ge_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ge_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ge_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ge_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geometric_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geometric_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geometric_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geqrf_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gradient_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gradient_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_grid_sampler_2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hash_tensor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_heaviside_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_histc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_histc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hsplit_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hstack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hypot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hypot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_i0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_i0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_igamma_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_igammac_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_fill_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_fill_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_fill_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_fill_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_fill_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_put_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_put_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_put_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_select_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_select_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_select_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_select_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_inner_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_int_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isclose_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isclose_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isclose_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isclose_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isfinite_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isfinite_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isinf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isinf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isinf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isinf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isnan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isnan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isneginf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isneginf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isneginf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isposinf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isreal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isreal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isreal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isreal_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_istft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_item_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_item_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_2inputs_2outputs_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_2inputs_2outputs_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_2inputs_2outputs_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_2inputs_2outputs_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_4inputs_with_extra_args_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_4inputs_with_extra_args_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_4inputs_with_extra_args_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_return_by_ref_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_return_by_ref_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_return_by_ref_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_unary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_unary_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_unary_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_unary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kron_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kron_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kron_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kthvalue_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kthvalue_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lcm_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lcm_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ldexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ldexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ldexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_le_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_le_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_le_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lerp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lerp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lgamma_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lgamma_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cholesky_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cholesky_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cholesky_ex_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cholesky_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cholesky_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cond_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cond_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cross_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_det_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_diagonal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_diagonal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_diagonal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_diagonal_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_eig_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_eig_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_eigh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_eigvals_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_eigvalsh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_householder_product_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_householder_product_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_householder_product_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_inv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_inv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_inv_ex_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_inv_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_inv_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_ldl_factor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_ldl_factor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_ldl_factor_ex_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_ldl_factor_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_ldl_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_ldl_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_lstsq_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_lstsq_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_lstsq_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_lstsq_grad_oriented_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_lu_factor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_lu_factor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_lu_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_matrix_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_matrix_power_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_matrix_rank_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_matrix_rank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_multi_dot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_multi_dot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_norm_subgradients_at_zero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_norm_subgradients_at_zero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_pinv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_pinv_singular_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_qr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_slogdet_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_solve_ex_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_solve_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_svd_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_svdvals_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_tensorinv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_tensorinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_tensorsolve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_tensorsolve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vander_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vander_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linspace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linspace_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linspace_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linspace_tensor_overload_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log10_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log10_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log10_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log10_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_normal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_with_dtype_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_with_dtype_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_with_dtype_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_with_dtype_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logcumsumexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logcumsumexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logdet_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_not_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_not_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_not_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_or_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_or_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_xor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_xor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_tensor_overload_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_tensor_overload_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_tensor_overload_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_tensor_overload_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logsumexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logsumexp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logsumexp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logsumexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_long_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_long_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_long_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_long_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_unpack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mH_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mH_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mH_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mH_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mH_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mH_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mT_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mT_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mT_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumprod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumprod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumsum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_fill_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_fill_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_fill_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_fill_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_log_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logaddexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logaddexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logsumexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_median_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_median_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_normalize_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_prod_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_select_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_select_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_softmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_softmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_softmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_std_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_std_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_std_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_sum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_sum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_sum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_sum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_var_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_binary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_pool2d_with_indices_backward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_pool2d_with_indices_backward_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_no_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_no_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_with_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_with_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_with_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_median_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_median_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_median_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_median_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_median_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_median_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_list_of_tensors_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_list_of_tensors_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_list_of_tensors_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_variadic_tensors_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_variadic_tensors_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_variadic_tensors_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_variadic_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_variadic_tensors_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_variadic_tensors_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_binary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_no_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_no_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_no_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_with_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_minimum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_minimum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_minimum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_minimum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_minimum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_minimum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mode_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mode_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mode_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mode_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mode_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_movedim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_movedim_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_movedim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_movedim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_movedim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_msort_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_msort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_msort_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mul_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mul_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nan_to_num_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nan_to_num_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmedian_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmedian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmedian_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmedian_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nansum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ne_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ne_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ne_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ne_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ne_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_strided_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_strided_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_strided_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_strided_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_strided_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_full_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_full_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_full_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_full_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_full_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_zeros_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_zeros_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_zeros_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nextafter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_avg_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_avg_pool2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_max_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_max_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_max_pool3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_alpha_dropout_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_avg_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_avg_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_bilinear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_bilinear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_binary_cross_entropy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_binary_cross_entropy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_binary_cross_entropy_with_logits_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_binary_cross_entropy_with_logits_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_celu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_celu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_celu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_channel_shuffle_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_channel_shuffle_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_channel_shuffle_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_channel_shuffle_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv1d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv1d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv2d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv3d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv3d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv_transpose1d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv_transpose1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv_transpose2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv_transpose2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv_transpose3d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv_transpose3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_cosine_embedding_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_cosine_similarity_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_cosine_similarity_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_cosine_similarity_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_cosine_similarity_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_ctc_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_dropout3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_elu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_embedding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_feature_alpha_dropout_with_train_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_feature_alpha_dropout_with_train_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_fractional_max_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_fractional_max_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_fractional_max_pool3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_gaussian_nll_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_glu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_grid_sample_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_grid_sample_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_hardsigmoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_hardsigmoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_hardswish_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_hardswish_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_hardtanh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_huber_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_instance_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_area_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_area_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_bicubic_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_bicubic_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_bilinear_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_bilinear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_linear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_l1_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_l1_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_layer_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_layer_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_leaky_relu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_leaky_relu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_linear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_linear_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_linear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_linear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_logsigmoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_margin_ranking_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_margin_ranking_loss_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_margin_ranking_loss_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_max_pool1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_max_pool3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_max_unpool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_max_unpool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_max_unpool3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_max_unpool3d_grad_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_max_unpool3d_grad_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_mish_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_multi_head_attention_forward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_multi_head_attention_forward_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_multilabel_margin_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_normalize_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_normalize_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_circular_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_circular_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_constant_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_reflect_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_reflect_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_replicate_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_replicate_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_replicate_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_replicate_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_replicate_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_replicate_negative_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_replicate_negative_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_replicate_negative_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_replicate_negative_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pairwise_distance_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pdist_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pixel_shuffle_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pixel_shuffle_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pixel_shuffle_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pixel_shuffle_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pixel_shuffle_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pixel_unshuffle_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pixel_unshuffle_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pixel_unshuffle_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_poisson_nll_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_prelu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_relu6_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_relu6_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_relu6_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_relu6_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_relu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_relu_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_rms_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_rms_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_scaled_dot_product_attention_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_scaled_dot_product_attention_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_silu_complex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_silu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_smooth_l1_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_smooth_l1_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_smooth_l1_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softmin_with_dtype_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softmin_with_dtype_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softmin_with_dtype_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softplus_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softplus_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softshrink_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softshrink_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softsign_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_tanhshrink_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_tanhshrink_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_tanhshrink_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_tanhshrink_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_tanhshrink_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_threshold_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_unfold_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_upsample_bilinear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_upsample_bilinear_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_upsample_nearest_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_static_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_static_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_norm_fro_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_norm_inf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_norm_inf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_norm_inf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_normal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_normal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_normal_in_place_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_normal_number_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ones_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ones_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ones_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ones_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ones_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ones_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ones_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ones_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ormqr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ormqr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ormqr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_outer_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_outer_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_outer_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_outer_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_outer_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pca_lowrank_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pinverse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polar_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_3_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_3_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_4_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_4_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_4_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_4_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_positive_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_positive_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_positive_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pow_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_put_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_put_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_put_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_qr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_qr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_quantile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rad2deg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rad2deg_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rad2deg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rad2deg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rad2deg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rand_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randint_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randint_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randint_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randint_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_real_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_real_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reciprocal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reciprocal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reciprocal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_renorm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_renorm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_interleave_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_as_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize__cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize__cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize_as__cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize_as__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize_as__cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize_as__cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_conj_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_conj_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_conj_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_conj_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_conj_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_neg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_neg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_neg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_neg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_roll_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_roll_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_roll_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_roll_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_roll_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_roll_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rot90_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rot90_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rot90_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rot90_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rot90_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_decimals_0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_decimals_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_decimals_neg_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsqrt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsqrt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsqrt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsqrt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsub_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsub_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsub_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scalar_tensor_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scalar_tensor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_add_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_add_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_add_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_mean_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_mean_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_sum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_sum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_sum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_searchsorted_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sgn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sgn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sgn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sgn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_short_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sigmoid_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sigmoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sigmoid_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sign_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sign_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_signal_windows_bartlett_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_signal_windows_blackman_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_signal_windows_exponential_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_signal_windows_gaussian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_signal_windows_gaussian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_signal_windows_general_cosine_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_signal_windows_general_hamming_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_signal_windows_hann_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_signal_windows_hann_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_signbit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sinc_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sinh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_slice_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_slice_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_slice_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_slice_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_softmax_with_dtype_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_softmax_with_dtype_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_softmax_with_dtype_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sort_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sparse_sampled_addmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sparse_sampled_addmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sparse_sampled_addmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_airy_ai_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_airy_ai_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_j0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_j0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_j1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_j1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_t_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_t_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_t_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_u_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_u_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_u_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_v_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_v_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_w_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_w_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_entr_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_entr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_erfcx_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_erfcx_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_erfcx_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_hermite_polynomial_h_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_hermite_polynomial_h_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_hermite_polynomial_h_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_hermite_polynomial_he_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_hermite_polynomial_he_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_hermite_polynomial_he_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_i0e_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_i0e_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_i0e_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_i1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_i1e_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_laguerre_polynomial_l_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_laguerre_polynomial_l_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_laguerre_polynomial_l_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_log_ndtr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_log_ndtr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_modified_bessel_i1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_modified_bessel_k0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_modified_bessel_k0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_modified_bessel_k1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_modified_bessel_k1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_modified_bessel_k1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_ndtr_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_ndtr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_ndtri_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_ndtri_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_ndtri_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_ndtri_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_scaled_modified_bessel_k0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_scaled_modified_bessel_k1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_shifted_chebyshev_polynomial_t_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_shifted_chebyshev_polynomial_t_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_shifted_chebyshev_polynomial_t_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_shifted_chebyshev_polynomial_u_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_shifted_chebyshev_polynomial_v_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_shifted_chebyshev_polynomial_v_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_shifted_chebyshev_polynomial_v_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_shifted_chebyshev_polynomial_w_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_shifted_chebyshev_polynomial_w_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_shifted_chebyshev_polynomial_w_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_spherical_bessel_j0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_xlog1py_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_xlog1py_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_xlog1py_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_zeta_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_list_args_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_list_args_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_list_args_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_with_sizes_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_with_sizes_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_with_sizes_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_with_sizes_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_with_sizes_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_with_sizes_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_with_sizes_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sqrt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sqrt_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sqrt_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sqrt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sqrt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_square_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_multiple_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_multiple_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_multiple_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_multiple_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_multiple_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_multiple_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_stack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_stack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_stack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_mean_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_mean_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_unbiased_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_stft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_stft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sub_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sub_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_to_size_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_to_size_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_svd_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_svd_lowrank_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_along_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_along_dim_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_along_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tanh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tanh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensor_split_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensor_split_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensor_split_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensor_split_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensor_split_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tile_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tile_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tile_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_topk_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_topk_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_topk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_topk_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_topk_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_topk_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_topk_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trace_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trace_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapezoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapezoid_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapezoid_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapz_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapz_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapz_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapz_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tril_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tril_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tril_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triu_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triu_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triu_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triu_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triu_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_true_divide_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_true_divide_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_true_divide_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_true_divide_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trunc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trunc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unflatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unflatten_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unflatten_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unflatten_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_uniform_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_uniform_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_consecutive_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_cuda_uint32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_chunk_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_chunk_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_split_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_split_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_mean_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_mean_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_complex_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_complex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_real_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_real_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vsplit_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vsplit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vstack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_where_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_where_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_where_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_xlogy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_xlogy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_xlogy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_xlogy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_xlogy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_zero__cuda_bfloat16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__chunk_cat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__chunk_cat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_abs_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_abs_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_abs_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_abs_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_acos_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_acos_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_acos_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_addcdiv_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_addcmul_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_addcmul_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_addcmul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_asin_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_asin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_asin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_atan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_atan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_atan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_atan_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_ceil_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_ceil_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_clamp_max_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_clamp_max_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_clamp_min_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_clamp_min_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_clamp_min_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_clamp_min_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_clamp_min_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_cos_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_cosh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_cosh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_cosh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_div_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_div_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_erf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_erfc_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_erfc_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_erfc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_erfc_cuda_int8, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_any_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_arange_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_arange_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_arange_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_arange_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argsort_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argsort_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argwhere_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argwhere_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_partial_views_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_partial_views_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_partial_views_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_asin_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_asin_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_asin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_asin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_asin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_asin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_asinh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_asinh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_asinh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atan2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atan2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atan2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atan2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atan_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atanh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atanh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atanh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_1d_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_2d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_2d_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_2d_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_2d_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_3d_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_3d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_3d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_3d_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_baddbmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bernoulli_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bfloat16_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bfloat16_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bfloat16_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bfloat16_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bincount_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bincount_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_left_shift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_not_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_not_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_or_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_or_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_or_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_right_shift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_xor_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_block_diag_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_block_diag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_block_diag_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_block_diag_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_block_diag_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bool_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bool_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_broadcast_tensors_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_broadcast_tensors_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_broadcast_tensors_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_broadcast_tensors_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_broadcast_to_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_broadcast_to_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_broadcast_to_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_broadcast_to_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_broadcast_to_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bucketize_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bucketize_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bucketize_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_byte_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_byte_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_byte_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cartesian_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cauchy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cdouble_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cdouble_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cdouble_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ceil_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ceil_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cfloat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cfloat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cfloat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cfloat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_chalf_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_chalf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_chalf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_chalf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_chalf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_char_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_char_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_char_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cholesky_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cholesky_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_chunk_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_chunk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_chunk_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_max_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_max_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_max_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_min_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clone_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clone_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clone_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clone_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clone_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clone_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clone_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_column_stack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_column_stack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_complex_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_complex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_physical_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_physical_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_physical_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_constant_pad_nd_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_constant_pad_nd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_constant_pad_nd_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_constant_pad_nd_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_constant_pad_nd_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_constant_pad_nd_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_contiguous_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_copysign_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_copysign_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_copysign_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_corrcoef_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_corrcoef_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_corrcoef_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_corrcoef_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_corrcoef_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cos_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cos_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cos_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_count_nonzero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_count_nonzero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_count_nonzero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_count_nonzero_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cov_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cov_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cross_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cross_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumprod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumsum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumsum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumsum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumulative_trapezoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumulative_trapezoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumulative_trapezoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_deg2rad_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_deg2rad_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_deg2rad_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_deg2rad_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_deg2rad_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagflat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagflat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diff_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diff_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_digamma_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_digamma_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_digamma_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_digamma_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_digamma_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dist_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dist_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_floor_rounding_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_floor_rounding_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_floor_rounding_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_floor_rounding_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_no_rounding_mode_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_trunc_rounding_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_trunc_rounding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_trunc_rounding_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_double_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_double_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_double_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_double_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_double_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_double_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_double_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dsplit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dsplit_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dsplit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_einsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_permuted_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_permuted_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_permuted_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_strided_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eq_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_equal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_equal_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfinv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfinv_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfinv_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfinv_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfinv_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_as_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_as_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_as_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_as_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_as_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expm1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expm1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expm1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expm1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eye_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eye_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eye_cuda_float8_e4m3fnuz, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eye_cuda_float8_e5m2, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eye_cuda_float8_e5m2fnuz, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eye_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eye_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfftn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifftshift_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifftshift_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifftshift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ihfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ihfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ihfft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ihfft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ihfft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ihfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ihfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ihfft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ihfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ihfftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ihfftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfftn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_rfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_rfft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_rfftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_rfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fill_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fill_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fill_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flatten_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flatten_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flatten_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flatten_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flip_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flip_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flip_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flip_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fliplr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fliplr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fliplr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flipud_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flipud_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flipud_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flipud_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_power_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_power_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_power_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_power_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_power_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_floor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_floor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_floor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_floor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_floor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_floor_divide_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_floor_divide_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_floor_divide_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_frexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_frexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gather_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gcd_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ge_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ge_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geometric_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geometric_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geometric_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geometric_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gradient_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_grid_sampler_2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_grid_sampler_2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_grid_sampler_3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_half_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_half_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hash_tensor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_histc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_histc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hsplit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hstack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_i0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_add_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_put_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_put_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_put_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_put_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_mean_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_select_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_select_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_inner_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_int_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_int_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isclose_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isclose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isclose_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isclose_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isfinite_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isfinite_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isfinite_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isinf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isinf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isinf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isnan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isposinf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isposinf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isposinf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isposinf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isreal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isreal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_item_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_item_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_item_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_item_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_item_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_2inputs_2outputs_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_2inputs_2outputs_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_2inputs_2outputs_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_2inputs_2outputs_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_2inputs_2outputs_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_4inputs_with_extra_args_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_4inputs_with_extra_args_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_unary_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_unary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_unary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_kron_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_kron_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_kthvalue_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_kthvalue_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ldexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ldexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ldexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ldexp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ldexp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_le_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lerp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lgamma_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_cholesky_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_cholesky_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_cond_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_cross_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_cross_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_cross_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_cross_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_det_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_diagonal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_eig_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_eigvals_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_eigvals_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_eigvals_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_eigvalsh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_eigvalsh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_householder_product_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_inv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_ldl_factor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_ldl_factor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_ldl_factor_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_ldl_factor_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_ldl_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_lstsq_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_lstsq_grad_oriented_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_lstsq_grad_oriented_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_lu_factor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_lu_factor_ex_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_lu_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_power_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_rank_hermitian_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_multi_dot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_norm_subgradients_at_zero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_pinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_pinv_singular_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_pinv_singular_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_qr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_qr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_slogdet_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_solve_triangular_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_svd_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_vander_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_vander_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_vector_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_vector_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_vector_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_tensor_overload_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_tensor_overload_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_tensor_overload_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_tensor_overload_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log10_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log10_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log10_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log10_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log1p_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log1p_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log1p_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_with_dtype_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_with_dtype_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logdet_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logdet_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_and_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_and_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_and_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_not_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_or_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_or_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_or_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_xor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_xor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_tensor_overload_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_tensor_overload_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_tensor_overload_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logsumexp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logsumexp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_long_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lu_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lu_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mH_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mH_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mT_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mT_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mT_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mT_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mT_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mT_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumprod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumprod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumprod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumsum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumsum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumsum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_fill_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_log_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_log_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_log_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_logaddexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_logaddexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_logsumexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_logsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_logsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_logsumexp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_logsumexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_normalize_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_prod_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_select_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_select_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_select_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_select_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_select_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_std_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_std_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_std_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_sum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_sum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_var_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_var_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_var_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_var_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_matmul_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_matmul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_matmul_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_matrix_exp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_max_binary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_max_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_max_binary_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_max_pool2d_with_indices_backward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_max_reduction_no_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_max_reduction_no_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_max_reduction_no_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_max_reduction_no_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_max_reduction_with_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_max_reduction_with_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_max_reduction_with_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_maximum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_maximum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_median_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_median_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_median_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_meshgrid_list_of_tensors_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_meshgrid_list_of_tensors_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_meshgrid_list_of_tensors_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_meshgrid_variadic_tensors_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_meshgrid_variadic_tensors_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_no_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_no_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_no_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_with_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_with_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_minimum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_minimum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_minimum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_minimum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mode_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_movedim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_movedim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_movedim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_msort_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mul_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mul_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_multinomial_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nan_to_num_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nan_to_num_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmedian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmedian_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmedian_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nansum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nansum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nansum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_native_layer_norm_cuda_float16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_full_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_zeros_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_zeros_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nextafter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_adaptive_avg_pool1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_adaptive_avg_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_adaptive_avg_pool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_adaptive_max_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_adaptive_max_pool2d_cuda_float16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_softsign_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_tanhshrink_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_tanhshrink_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_threshold_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_threshold_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_threshold_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_threshold_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_triplet_margin_loss_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_triplet_margin_loss_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ormqr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pca_lowrank_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pinverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pinverse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_3_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_3_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_4_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_4_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_4_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_4_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_positive_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_positive_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_positive_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_prod_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_prod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_put_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_put_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_put_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_qr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_qr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_quantile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_quantile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rad2deg_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rad2deg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rad2deg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rand_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rand_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randn_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randn_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ravel_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ravel_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_real_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_real_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_real_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_real_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reciprocal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reciprocal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_remainder_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_remainder_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_renorm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_interleave_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_interleave_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_interleave_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_interleave_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_as_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_as_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_as_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize__cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize__cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize__cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize_as__cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize_as__cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_conj_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_conj_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_conj_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_neg_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_neg_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_neg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_neg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_neg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_roll_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rot90_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rot90_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rot90_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_decimals_0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_decimals_0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_decimals_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_decimals_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_decimals_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_decimals_neg_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsqrt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsqrt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsqrt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsqrt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsqrt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsub_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scalar_tensor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scalar_tensor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_add_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_add_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_amax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_mean_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_mean_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_sum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_sum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_searchsorted_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_select_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_select_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_select_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_select_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_select_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_select_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_select_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_select_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sgn_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sgn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_short_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sigmoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sigmoid_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sign_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sign_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sign_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sign_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signal_windows_bartlett_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signal_windows_blackman_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signal_windows_gaussian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signal_windows_general_hamming_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signal_windows_general_hamming_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signal_windows_hann_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signbit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signbit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signbit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sin_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sinc_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sinc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sinh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sinh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sinh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sinh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sinh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sinh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sinh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_slice_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_slice_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_slice_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_slice_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_slice_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_slice_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_slice_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_softmax_with_dtype_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sort_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_airy_ai_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_airy_ai_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_airy_ai_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_bessel_j0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_bessel_j0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_bessel_j0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_bessel_j1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_bessel_j1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_bessel_y0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_bessel_y0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_bessel_y1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_t_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_u_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_u_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_v_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_v_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_v_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_entr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_entr_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_entr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_erfcx_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_erfcx_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_i0e_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_i0e_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_i0e_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_i1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_i1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_i1e_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_i1e_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_i1e_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_laguerre_polynomial_l_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_laguerre_polynomial_l_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_legendre_polynomial_p_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_log_ndtr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_i0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_i1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_k0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_k1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_k1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_ndtr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_ndtr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_ndtr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_ndtr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_ndtr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_ndtri_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_ndtri_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_scaled_modified_bessel_k0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_scaled_modified_bessel_k1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_scaled_modified_bessel_k1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_t_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_t_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_t_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_t_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_u_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_u_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_u_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_w_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_w_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_w_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_xlog1py_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_xlog1py_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_zeta_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_list_args_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_list_args_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_list_args_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_list_args_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_with_sizes_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_with_sizes_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_with_sizes_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_with_sizes_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_with_sizes_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_with_sizes_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_square_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_square_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_square_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_multiple_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_multiple_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_multiple_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_mean_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sub_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sub_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sub_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sub_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_to_size_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_to_size_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_svd_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_svd_lowrank_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tan_cuda_int32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_sparse_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_sparse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_sparse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_sparse_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_topk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__efficient_attention_forward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapezoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapezoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapz_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tril_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tril_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triu_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_true_divide_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_true_divide_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_true_divide_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_true_divide_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_true_divide_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_true_divide_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trunc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trunc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unflatten_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unflatten_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unflatten_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unflatten_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_uniform_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unique_consecutive_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unique_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unique_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unique_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unique_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unique_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsafe_chunk_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsafe_chunk_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsafe_split_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsafe_split_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsafe_split_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsafe_split_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsqueeze_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsqueeze_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsqueeze_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsqueeze_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsqueeze_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsqueeze_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsqueeze_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsqueeze_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsqueeze_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_mean_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_as_real_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_vsplit_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_vstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_vstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_vstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_vstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_where_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_where_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_where_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_where_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_where_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_xlogy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_xlogy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_zero__cuda_bfloat16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_add_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_add_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_addbmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_addcmul_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_addcmul_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_addcmul_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_addmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_addmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_addmv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_addmv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_addmv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_addr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_addr_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_alias_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_alias_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides___rmod___cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides___rxor___cuda_int64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides__foreach_pow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides__foreach_round_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides__foreach_sigmoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides__foreach_sinh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides__foreach_tanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides__foreach_trunc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_acos_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_acosh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_addbmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_asin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_atanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_atleast_2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_baddbmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_block_diag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_bmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_byte_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_cartesian_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_cauchy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_cdouble_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_clamp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_clamp_max_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_clamp_min_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_cos_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_diagonal_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_div_no_rounding_mode_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_dot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_eq_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_erfc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_fft_fft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_fft_ifft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_fft_ifftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_fft_ihfftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_fft_irfftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_fliplr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_fmod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_full_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_gradient_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_half_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_heaviside_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_hstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_igammac_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_int_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_isnan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_jiterator_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_kron_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_lerp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_lgamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_cross_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_inv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_ldl_factor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_matrix_rank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_matrix_rank_hermitian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_norm_subgradients_at_zero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_pinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_slogdet_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_svdvals_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_vander_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_vecdot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_log1p_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_log_normal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_log_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_logical_not_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_logical_xor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_logsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_lu_unpack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_mT_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_argmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_log_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_matmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_max_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_maximum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_meshgrid_variadic_tensors_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_mm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_movedim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_msort_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_mv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nan_to_num_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_native_dropout_backward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_ne_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_neg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_new_ones_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_conv_transpose3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_cosine_similarity_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_dropout2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_glu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_hardswish_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_huber_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_kl_div_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_local_response_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_logsigmoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_max_pool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_max_unpool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_max_unpool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_multi_head_attention_forward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_pad_reflect_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_pairwise_distance_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_pdist_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_poisson_nll_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_silu_complex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_silu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_softmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_softmin_with_dtype_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nonzero_static_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_ones_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_outer_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_polar_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_positive_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_rand_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_randint_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_randn_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_ravel_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_reciprocal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_repeat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_reshape_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_resize_as__cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_resolve_neg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_round_decimals_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_rsub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_sgn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_sigmoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_sinc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_slice_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_sparse_mm_reduce_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_airy_ai_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_bessel_y0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_erfcx_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_log_ndtr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_modified_bessel_k1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_shifted_chebyshev_polynomial_u_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_squeeze_multiple_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_take_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_tan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_tile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_to_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_topk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_triangular_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_tril_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_triu_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_unbind_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_var_mean_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_var_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_view_as_complex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_view_as_real_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_view_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_zeros_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_amax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_aminmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_aminmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_aminmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_angle_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_angle_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_angle_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_any_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_any_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_arange_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_arange_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_arange_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argmin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argsort_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argsort_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argsort_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argsort_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argwhere_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argwhere_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_partial_views_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_partial_views_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_partial_views_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_partial_views_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asin_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asin_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asinh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asinh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asinh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asinh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asinh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atanh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atanh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atanh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atanh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_1d_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_1d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_1d_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_2d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_3d_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_3d_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bfloat16_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bfloat16_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bfloat16_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bincount_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bincount_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bitwise_and_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bitwise_and_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bitwise_left_shift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bitwise_left_shift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bitwise_not_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bitwise_not_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bitwise_not_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bitwise_not_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bitwise_or_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bitwise_or_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bitwise_xor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bitwise_xor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bitwise_xor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_block_diag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_block_diag_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bool_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bool_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bool_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bool_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_shapes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_tensors_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_to_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_to_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_to_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_to_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_to_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bucketize_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bucketize_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_byte_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_byte_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_byte_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_byte_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_byte_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cartesian_prod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cartesian_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cartesian_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cauchy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ceil_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ceil_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cfloat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cfloat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cfloat_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cfloat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cfloat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cfloat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chalf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chalf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chalf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chalf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_char_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_char_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_char_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cholesky_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cholesky_inverse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cholesky_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cholesky_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chunk_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chunk_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chunk_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chunk_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_max_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_max_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_max_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_max_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_min_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_min_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_min_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_column_stack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_column_stack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_column_stack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_combinations_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_combinations_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_combinations_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_combinations_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_complex_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_complex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_physical_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_physical_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_physical_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_physical_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_constant_pad_nd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_constant_pad_nd_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_constant_pad_nd_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_constant_pad_nd_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_constant_pad_nd_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_contiguous_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_contiguous_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_contiguous_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_contiguous_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_contiguous_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_copysign_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_copysign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_copysign_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_copysign_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_copysign_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_corrcoef_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_corrcoef_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_corrcoef_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_corrcoef_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_corrcoef_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_corrcoef_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cos_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cos_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cos_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cos_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cos_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cosh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cosh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cosh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_count_nonzero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_count_nonzero_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cov_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cov_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cov_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cov_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cross_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cross_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cross_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cummax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cummin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cummin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cummin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cummin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cumprod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cumprod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cumprod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cumsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cumsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cumsum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_deg2rad_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_deg2rad_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_deg2rad_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diag_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diag_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diag_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diag_embed_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diag_embed_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagflat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagflat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagflat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diff_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diff_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diff_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diff_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diff_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diff_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diff_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_digamma_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_digamma_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_digamma_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dist_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_floor_rounding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_floor_rounding_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_floor_rounding_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_floor_rounding_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_floor_rounding_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_no_rounding_mode_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_no_rounding_mode_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_no_rounding_mode_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_trunc_rounding_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_trunc_rounding_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dsplit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dsplit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_einsum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_einsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_einsum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_permuted_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_permuted_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_permuted_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_permuted_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_strided_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_eq_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_equal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_equal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erfc_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erfc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erfc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erfinv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erfinv_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erfinv_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_exp2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_exp2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_exp2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_exp2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_exp2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_exp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_exp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_exp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_as_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_as_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expm1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expm1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_exponential_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_exponential_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_eye_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_eye_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_eye_cuda_float8_e4m3fnuz, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_eye_cuda_float8_e5m2fnuz, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_eye_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fftshift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fftshift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_hfft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_hfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_hfft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_hfftn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_hfftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_hfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_hfftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_hfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifft2_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftshift_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftshift_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftshift_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftshift_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftshift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_irfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_irfft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_irfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_irfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_irfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_irfftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_rfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_rfft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_rfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_rfft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_rfft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_rfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fill_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fill_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flatten_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flatten_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flatten_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flip_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flip_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fliplr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fliplr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flipud_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flipud_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flipud_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flipud_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_power_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_power_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_power_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_divide_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_frac_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_frexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_like_cuda_uint16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_like_cuda_uint32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gather_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gather_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gcd_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ge_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_geometric_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_geqrf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gradient_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gradient_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_grid_sampler_2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_half_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_half_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_half_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_half_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hash_tensor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hash_tensor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hash_tensor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_heaviside_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_histc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hsplit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hypot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_i0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_add_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_add_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_fill_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_fill_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_fill_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_fill_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_mean_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_select_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_select_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_select_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_select_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_inner_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_int_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_int_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isclose_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isclose_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isfinite_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isfinite_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isfinite_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isinf_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isinf_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isinf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isinf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isinf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isnan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isnan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isneginf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isneginf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isposinf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isreal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isreal_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isreal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isreal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_item_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_item_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_item_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_item_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_item_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_2inputs_2outputs_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_2inputs_2outputs_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_2inputs_2outputs_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_2inputs_2outputs_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_2inputs_2outputs_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_4inputs_with_extra_args_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_4inputs_with_extra_args_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_4inputs_with_extra_args_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_4inputs_with_extra_args_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_binary_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_binary_return_by_ref_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_binary_return_by_ref_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_unary_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_unary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_kron_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_kron_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_kron_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_kron_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_kron_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_kthvalue_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ldexp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ldexp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_le_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_le_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lerp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lerp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lgamma_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lgamma_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_cholesky_ex_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_cond_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_cross_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_cross_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_cross_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_diagonal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_diagonal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_diagonal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_eig_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_eigh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_eigh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_eigvals_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_eigvalsh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_eigvalsh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_householder_product_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_householder_product_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_inv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_inv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_ldl_factor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_ldl_factor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_ldl_factor_ex_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_ldl_factor_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_ldl_factor_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_ldl_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lstsq_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lu_factor_ex_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lu_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_matrix_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_matrix_power_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_matrix_rank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_matrix_rank_hermitian_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_multi_dot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_multi_dot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_norm_subgradients_at_zero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_pinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_pinv_hermitian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_pinv_singular_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_pinv_singular_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_solve_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_solve_triangular_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_svd_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_svdvals_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_svdvals_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_svdvals_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_tensorinv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_vander_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_vander_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_vecdot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_vecdot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_vector_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linspace_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linspace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linspace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linspace_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linspace_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linspace_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linspace_tensor_overload_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log10_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log10_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log10_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log10_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log1p_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log1p_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_softmax_with_dtype_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_softmax_with_dtype_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logcumsumexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logcumsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logcumsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_not_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_not_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_not_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_not_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_not_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_or_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_or_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_xor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_xor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_xor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_xor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logspace_tensor_overload_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logspace_tensor_overload_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logspace_tensor_overload_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logsumexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logsumexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_long_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_long_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_long_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lu_unpack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lu_unpack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mH_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mH_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mH_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mH_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mT_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mT_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mT_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mT_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mT_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mT_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_argmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_argmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_argmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_argmin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_cumprod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_cumprod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_cumsum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_cumsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_fill_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_log_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_logaddexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_logsumexp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_median_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_normalize_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_prod_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_prod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_select_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_select_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_softmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_std_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_std_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_std_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_sum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_sum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_sum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_var_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_var_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_var_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_matmul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_matmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_matmul_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_matrix_exp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_matrix_exp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_matrix_exp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_binary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_binary_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_binary_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_pool2d_with_indices_backward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_reduction_no_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_reduction_with_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_reduction_with_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_median_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_meshgrid_list_of_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_meshgrid_list_of_tensors_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_meshgrid_variadic_tensors_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_meshgrid_variadic_tensors_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_meshgrid_variadic_tensors_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_meshgrid_variadic_tensors_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_binary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_binary_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_binary_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_binary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_reduction_no_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_reduction_no_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_reduction_no_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_reduction_no_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_reduction_no_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_reduction_with_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_reduction_with_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_reduction_with_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_minimum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_minimum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_minimum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_minimum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_movedim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_movedim_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_movedim_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_movedim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_movedim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_msort_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_msort_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_msort_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mul_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mul_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_multinomial_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nan_to_num_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nan_to_num_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nan_to_num_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nanmedian_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nanmedian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_native_batch_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_native_dropout_backward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_native_dropout_backward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ne_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ne_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ne_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ne_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_neg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_neg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_neg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_strided_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_full_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_full_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_full_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_full_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_full_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_ones_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_ones_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_ones_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_ones_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_zeros_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_zeros_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_zeros_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_zeros_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_avg_pool3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_avg_pool3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_avg_pool3d_cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_cosine_embedding_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_cosine_similarity_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_ctc_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_dropout2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_dropout_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_dropout_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_dropout_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_feature_alpha_dropout_with_train_cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pixel_unshuffle_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_poisson_nll_loss_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_prelu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_prelu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_relu6_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_relu6_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_relu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_relu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_relu_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_relu_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_relu_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_rms_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_rms_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_rms_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_rrelu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_selu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_selu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_silu_cuda_float16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_tanhshrink_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_tanhshrink_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_tanhshrink_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_threshold_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_threshold_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_triplet_margin_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_triplet_margin_loss_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_triplet_margin_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_triplet_margin_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_upsample_bilinear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_upsample_bilinear_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_upsample_nearest_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_static_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_static_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_static_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_norm_fro_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_norm_inf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_norm_inf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_norm_inf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_norm_nuc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_normal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_normal_number_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ones_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ones_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ones_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ones_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ones_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ones_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ones_like_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ones_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ones_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ones_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ones_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ones_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ones_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_outer_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_outer_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pinverse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pinverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pinverse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_3_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_3_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_4_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_4_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_4_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_positive_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_prod_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_put_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_put_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_qr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_quantile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rad2deg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rad2deg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rad2deg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rand_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randint_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randint_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randint_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randint_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randint_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randn_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randn_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randn_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_real_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_real_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_real_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_real_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_real_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reciprocal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reciprocal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reciprocal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reciprocal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reciprocal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_remainder_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_renorm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_repeat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_repeat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_repeat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_repeat_interleave_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_repeat_interleave_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_repeat_interleave_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_repeat_interleave_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reshape_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reshape_as_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reshape_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reshape_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reshape_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resize__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resize__cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resize__cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resize__cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resize_as__cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_conj_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_conj_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_conj_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_neg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_neg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_roll_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_roll_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rot90_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rot90_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_round_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_round_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_round_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_round_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_round_decimals_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_round_decimals_neg_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_round_decimals_neg_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsqrt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsqrt_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsqrt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsqrt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsqrt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsub_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsub_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsub_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsub_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scalar_tensor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scalar_tensor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scalar_tensor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_add_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_mean_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_sum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_searchsorted_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_searchsorted_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_searchsorted_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_select_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_select_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_select_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_select_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_select_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_select_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_select_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sgn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sgn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sgn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sgn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_short_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_short_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_short_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sigmoid_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sigmoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sigmoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sign_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sign_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sign_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sign_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_exponential_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_general_hamming_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_hamming_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_hann_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_nuttall_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signbit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sinc_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sinc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sinc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sinh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sinh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sinh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_slice_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_slice_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_slice_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_slice_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_slice_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_slice_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_softmax_with_dtype_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_softmax_with_dtype_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sort_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sort_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sparse_mm_reduce_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_airy_ai_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_bessel_j0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_bessel_j1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_bessel_j1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_bessel_y0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_bessel_y1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_bessel_y1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_bessel_y1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_t_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_t_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_t_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_u_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_u_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_u_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_u_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_v_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_w_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_w_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_entr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_entr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_entr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_hermite_polynomial_h_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_hermite_polynomial_h_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_hermite_polynomial_h_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_hermite_polynomial_he_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_hermite_polynomial_he_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_i0e_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_i0e_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_i1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_i1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_i1e_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_i1e_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_i1e_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_laguerre_polynomial_l_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_laguerre_polynomial_l_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_legendre_polynomial_p_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_log_ndtr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_modified_bessel_i0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_modified_bessel_i0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_modified_bessel_i0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_modified_bessel_i0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_modified_bessel_i1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_modified_bessel_i1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_modified_bessel_k0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_modified_bessel_k0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_modified_bessel_k1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_ndtr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_ndtr_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_ndtr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_ndtr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_ndtri_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_ndtri_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_scaled_modified_bessel_k0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_scaled_modified_bessel_k1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_scaled_modified_bessel_k1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_shifted_chebyshev_polynomial_t_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_shifted_chebyshev_polynomial_u_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_shifted_chebyshev_polynomial_u_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_shifted_chebyshev_polynomial_u_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_shifted_chebyshev_polynomial_w_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_spherical_bessel_j0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_spherical_bessel_j0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_spherical_bessel_j0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_spherical_bessel_j0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_xlog1py_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_xlog1py_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_xlog1py_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_zeta_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_zeta_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_list_args_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_list_args_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_list_args_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_with_sizes_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_with_sizes_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_with_sizes_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_with_sizes_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_with_sizes_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sqrt_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sqrt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sqrt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_square_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_square_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_square_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_stack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_stack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_stack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_stack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_stack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_std_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_std_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_std_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_std_mean_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_std_mean_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_stft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sub_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sub_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sub_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sum_to_size_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sum_to_size_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sum_to_size_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sum_to_size_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_svd_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_t_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_t_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_t_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_t_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_take_along_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_take_along_dim_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_take_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_take_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_take_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_take_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tan_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tanh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tanh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tanh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tensor_split_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tensor_split_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tensor_split_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tensordot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tile_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tile_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_sparse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_sparse_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch_ops_aten__flash_attention_forward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trace_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trapezoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trapezoid_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trapezoid_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trapz_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trapz_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_triangular_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tril_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tril_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_triu_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_true_divide_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_true_divide_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_true_divide_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trunc_cuda_int64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_linalg_svdvals_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_linalg_vander_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_linalg_vecdot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_linspace_tensor_overload_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_log_softmax_with_dtype_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_logical_not_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_logical_or_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_logical_xor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_logit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_logspace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_logsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_lu_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_lu_unpack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_masked_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_masked_median_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_masked_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_masked_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_masked_var_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_matmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_max_reduction_with_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_maximum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_min_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_min_reduction_with_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_minimum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_mm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_movedim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_msort_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nanmedian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_narrow_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_native_layer_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nextafter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_adaptive_max_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_celu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_cosine_similarity_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_dropout_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_embedding_bag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_fractional_max_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_fractional_max_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_gaussian_nll_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_gelu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_grid_sample_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_hardswish_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_l1_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_max_unpool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_max_unpool3d_grad_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_mse_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_pairwise_distance_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_silu_complex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_smooth_l1_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_softmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_unfold_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_upsample_nearest_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_normal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_normal_number_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_ormqr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_pca_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_pinverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_polar_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_polygamma_polygamma_n_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_pow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_randint_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_randn_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_ravel_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_reshape_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_round_decimals_neg_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_short_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_sign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_signal_windows_bartlett_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_signbit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_sin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_slice_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_sparse_mm_reduce_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_special_airy_ai_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_special_bessel_j0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_special_bessel_j1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_special_bessel_y1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_special_entr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_special_i0e_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_special_modified_bessel_k0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_special_scaled_modified_bessel_k0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_special_shifted_chebyshev_polynomial_u_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_special_spherical_bessel_j0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_special_xlog1py_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_stft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_sub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_take_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_tan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_topk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_trace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_transpose_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_transpose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_tril_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_trunc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_unbind_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_unflatten_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_unfold_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_unsqueeze_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_view_as_complex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_zeros_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_allclose_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_allclose_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_allclose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_amin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_aminmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_aminmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_any_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_any_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_any_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_arange_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_arange_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_arange_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argsort_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argsort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argsort_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argsort_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argsort_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argwhere_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argwhere_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_partial_views_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_asin_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_asin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_asin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_asinh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_asinh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atan2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atan2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atan2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atan2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atanh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_1d_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_2d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_2d_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_3d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_3d_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_baddbmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_baddbmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_baddbmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bfloat16_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bfloat16_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bincount_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_and_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_left_shift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_not_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_or_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_or_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_right_shift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_xor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_block_diag_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_block_diag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_block_diag_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bmm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_shapes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_tensors_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_tensors_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_to_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_to_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_to_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bucketize_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bucketize_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bucketize_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_byte_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_byte_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_byte_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_byte_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cartesian_prod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cartesian_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cartesian_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cdist_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cdouble_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cdouble_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ceil_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ceil_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ceil_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cfloat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cfloat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cfloat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_chalf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_chalf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_chalf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_chalf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_char_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_char_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_char_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_char_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_char_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_char_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cholesky_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cholesky_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_chunk_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_chunk_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_chunk_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_chunk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_chunk_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clamp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clamp_max_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clamp_max_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clamp_max_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clone_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clone_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clone_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clone_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_column_stack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_column_stack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_column_stack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_column_stack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_column_stack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_combinations_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_combinations_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_combinations_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_complex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_complex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_physical_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_physical_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_physical_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_physical_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_physical_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_constant_pad_nd_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_constant_pad_nd_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_constant_pad_nd_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_contiguous_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_contiguous_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_contiguous_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_copysign_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_corrcoef_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_corrcoef_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_corrcoef_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_corrcoef_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_corrcoef_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_corrcoef_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cos_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cos_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cos_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cosh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_count_nonzero_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_count_nonzero_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_count_nonzero_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_count_nonzero_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cov_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cov_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cross_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cross_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cross_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cummax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cummax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cummax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cummin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cumprod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cumprod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cumsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cumsum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cumulative_trapezoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cumulative_trapezoid_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_deg2rad_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_deg2rad_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_deg2rad_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_deg2rad_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diag_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diag_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diag_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diag_embed_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diag_embed_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diag_embed_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diag_embed_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagflat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagflat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagflat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagflat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diff_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diff_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diff_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_digamma_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_digamma_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dist_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dist_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_floor_rounding_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_floor_rounding_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_no_rounding_mode_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_no_rounding_mode_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_no_rounding_mode_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_no_rounding_mode_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_no_rounding_mode_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_no_rounding_mode_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_trunc_rounding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_trunc_rounding_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dstack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dstack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_permuted_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_permuted_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_permuted_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_permuted_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_strided_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_eq_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_eq_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_eq_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_equal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_equal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_erf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_erf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_erf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_erf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_erfc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_erfinv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_erfinv_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_erfinv_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_exp2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_exp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_exp_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_exp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_as_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expm1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expm1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_exponential_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_exponential_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_exponential_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_eye_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_eye_cuda_float8_e5m2, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_eye_cuda_float8_e5m2fnuz, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_eye_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fftshift_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fftshift_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fftshift_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fftshift_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfftn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifft2_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifftshift_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifftshift_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifftshift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ihfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ihfftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ihfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_rfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_rfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_rfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_rfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_rfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_rfftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fill_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fill_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flatten_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flatten_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flip_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flip_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fliplr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fliplr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fliplr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fliplr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fliplr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flipud_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flipud_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flipud_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flipud_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_float_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_float_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_float_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_float_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_float_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_float_power_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_float_power_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_floor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_floor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_floor_divide_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_floor_divide_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_floor_divide_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fmax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fmin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fmod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fmod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fmod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fmod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fmod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_frac_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_frac_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_frac_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gather_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gather_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gather_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gather_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gather_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gcd_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ge_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ge_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ge_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_geometric_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_geometric_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_geometric_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_geometric_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gradient_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gradient_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gradient_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_grid_sampler_2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_grid_sampler_2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_grid_sampler_3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_half_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_half_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_half_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hash_tensor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hash_tensor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_heaviside_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_heaviside_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_histc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hsplit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hsplit_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hsplit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_i0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_i0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_i0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_igamma_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_imag_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_add_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_fill_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_put_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_put_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_put_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_put_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_put_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_mean_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_mean_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_select_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_select_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_int_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_int_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_int_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_int_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_int_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isclose_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isclose_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isclose_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isfinite_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isfinite_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isinf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isinf_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isinf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isinf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isinf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isinf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isinf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isnan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isnan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isnan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isneginf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isposinf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isposinf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isreal_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isreal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isreal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isreal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isreal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isreal_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_item_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_item_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_item_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_item_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_2inputs_2outputs_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_2inputs_2outputs_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_2inputs_2outputs_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_2inputs_2outputs_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_4inputs_with_extra_args_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_binary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_binary_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_binary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_binary_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_binary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_binary_return_by_ref_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_binary_return_by_ref_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_binary_return_by_ref_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_binary_return_by_ref_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_binary_return_by_ref_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_unary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_unary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_unary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_kron_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_kthvalue_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_kthvalue_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_kthvalue_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_kthvalue_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_kthvalue_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lcm_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ldexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ldexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ldexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ldexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_le_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_le_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_le_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lerp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lerp_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lerp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lerp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lgamma_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lgamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lgamma_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_cholesky_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_cholesky_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_cholesky_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_cond_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_cross_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_cross_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_cross_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_cross_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_det_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_diagonal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_diagonal_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_diagonal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_eigh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_eigvals_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_eigvalsh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_householder_product_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_inv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_inv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_ldl_factor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_ldl_factor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lstsq_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lstsq_grad_oriented_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lu_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lu_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lu_factor_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_matrix_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_matrix_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_matrix_power_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_matrix_rank_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_matrix_rank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_matrix_rank_hermitian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_norm_subgradients_at_zero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_norm_subgradients_at_zero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_pinv_hermitian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_pinv_singular_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_pinv_singular_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_qr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_slogdet_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_svd_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_svd_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_tensorinv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_tensorinv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_tensorsolve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_tensorsolve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_vander_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_vander_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_vander_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_vecdot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_vecdot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_vector_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_vector_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_vector_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linspace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linspace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linspace_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linspace_tensor_overload_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log10_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log10_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log10_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log10_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log1p_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log1p_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log1p_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log1p_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_softmax_with_dtype_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logaddexp2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logdet_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_and_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_and_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_and_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_and_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_not_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_not_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_or_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_xor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_xor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_xor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_xor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logspace_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logspace_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logspace_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logspace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logspace_tensor_overload_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logsumexp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logsumexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_long_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lu_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lu_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lu_unpack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lu_unpack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mH_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mH_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mH_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mH_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mT_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mT_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mT_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_amin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_argmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_argmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_cumprod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_cumprod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_cumsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_cumsum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_fill_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_fill_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_logaddexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_logsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_logsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_median_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_normalize_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_select_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_select_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_select_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_sum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_matmul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_matmul_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_matrix_exp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_matrix_exp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_matrix_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_pool2d_with_indices_backward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_reduction_no_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_reduction_no_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_reduction_with_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_reduction_with_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_reduction_with_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_reduction_with_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_maximum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_maximum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_maximum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_median_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_median_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_median_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_median_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_meshgrid_list_of_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_meshgrid_variadic_tensors_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_meshgrid_variadic_tensors_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_meshgrid_variadic_tensors_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_meshgrid_variadic_tensors_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_meshgrid_variadic_tensors_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_min_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_min_binary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_min_binary_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_min_reduction_no_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_min_reduction_no_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_min_reduction_with_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_min_reduction_with_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_min_reduction_with_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_minimum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_minimum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_minimum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mode_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mode_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_movedim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_movedim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_msort_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mul_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mul_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_multinomial_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_multinomial_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_multinomial_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nan_to_num_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nan_to_num_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nan_to_num_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nan_to_num_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nanmean_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nanmean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nanmedian_cuda_int16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_neg_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_neg_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_neg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_neg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_neg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_empty_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_empty_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_full_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_full_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_full_cuda_uint8, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_binary_cross_entropy_with_logits_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_channel_shuffle_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_channel_shuffle_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_channel_shuffle_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_channel_shuffle_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_channel_shuffle_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_conv1d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_conv2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_conv2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_conv3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_conv_transpose1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_conv_transpose3d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_cosine_embedding_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_cosine_embedding_loss_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_cosine_embedding_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_cosine_similarity_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_dropout_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_elu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_embedding_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_feature_alpha_dropout_with_train_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_feature_alpha_dropout_without_train_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_feature_alpha_dropout_without_train_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_fractional_max_pool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_fractional_max_pool3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_gelu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_glu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_glu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_group_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_group_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_hardshrink_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_hardshrink_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_hardswish_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_hardswish_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_hardtanh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_huber_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_instance_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_interpolate_area_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_interpolate_bilinear_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_interpolate_nearest-exact_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_interpolate_nearest-exact_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_interpolate_nearest_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_l1_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_l1_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_leaky_relu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_linear_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_linear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_local_response_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_margin_ranking_loss_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_max_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_max_pool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_max_pool1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_max_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_max_pool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_max_unpool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_max_unpool2d_grad_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_max_unpool3d_grad_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_max_unpool3d_grad_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_mish_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_mish_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_mse_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_mse_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_multi_head_attention_forward_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_multi_margin_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_nll_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_normalize_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_normalize_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_one_hot_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pad_circular_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pad_circular_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pad_constant_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pad_constant_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pad_constant_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pad_reflect_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pad_reflect_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pad_reflect_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pad_replicate_negative_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pairwise_distance_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pairwise_distance_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pdist_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pixel_shuffle_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pixel_shuffle_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pixel_shuffle_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pixel_unshuffle_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pixel_unshuffle_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pixel_unshuffle_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_poisson_nll_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_poisson_nll_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_poisson_nll_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_poisson_nll_loss_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_prelu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_prelu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_relu6_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_relu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_relu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_relu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_relu_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_rms_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_rms_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_rrelu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_rrelu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_rrelu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_scaled_dot_product_attention_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_scaled_dot_product_attention_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_scaled_dot_product_attention_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_silu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_smooth_l1_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_softmin_with_dtype_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_softmin_with_dtype_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_softmin_with_dtype_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_softplus_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_softplus_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_softsign_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_softsign_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_softsign_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_softsign_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_tanhshrink_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_tanhshrink_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_tanhshrink_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_tanhshrink_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_threshold_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_threshold_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_triplet_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_triplet_margin_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_triplet_margin_loss_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_unfold_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_unfold_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nonzero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nonzero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nonzero_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nonzero_static_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nonzero_static_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_norm_fro_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_norm_inf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_norm_inf_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_norm_inf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_norm_nuc_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_normal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_normal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_normal_in_place_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_normal_in_place_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_normal_in_place_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_normal_number_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ones_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ones_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ones_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ones_like_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ones_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ones_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ones_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_outer_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_outer_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pca_lowrank_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pinverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polar_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_3_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_4_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_4_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_4_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_positive_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_positive_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_positive_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pow_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pow_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_prod_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_prod_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_put_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_put_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rad2deg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rad2deg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rand_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randint_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randint_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randint_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randint_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randn_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ravel_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ravel_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_real_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_real_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_real_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_real_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reciprocal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reciprocal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reciprocal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_remainder_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_renorm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_renorm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_interleave_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_interleave_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_interleave_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_as_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resize__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resize__cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resize_as__cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resize_as__cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resize_as__cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resolve_conj_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resolve_conj_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resolve_conj_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resolve_neg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resolve_neg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_roll_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_roll_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rot90_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rot90_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rot90_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rot90_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_round_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_round_decimals_neg_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_round_decimals_neg_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rsqrt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rsqrt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rsqrt_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rsqrt_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rsqrt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rsqrt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rsub_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rsub_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rsub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rsub_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rsub_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scalar_tensor_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scalar_tensor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scalar_tensor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scalar_tensor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_add_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_add_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_amin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_sum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_searchsorted_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_select_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_select_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_select_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_select_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_select_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sgn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_short_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sigmoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sigmoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sigmoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sigmoid_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sign_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_signal_windows_bartlett_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_signal_windows_blackman_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_signal_windows_blackman_cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sinh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sinh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sinh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sinh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sinh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_slice_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_slice_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_slice_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_slice_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_slice_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_slice_cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapezoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapezoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapezoid_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapz_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tril_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tril_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tril_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_triu_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_triu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_triu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_triu_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_triu_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_triu_indices_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_triu_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_true_divide_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_true_divide_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_true_divide_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_true_divide_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_true_divide_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trunc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trunc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trunc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unbind_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unbind_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unbind_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unbind_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unbind_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unbind_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unbind_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unbind_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unflatten_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unflatten_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unflatten_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_uniform_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_uniform_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_consecutive_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_consecutive_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_consecutive_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_cuda_uint16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_cuda_uint32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_cuda_uint64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unravel_index_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unravel_index_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_chunk_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_split_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_split_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_split_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_split_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsqueeze_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsqueeze_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsqueeze_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsqueeze_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsqueeze_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsqueeze_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_var_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_var_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_var_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_var_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_var_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_var_mean_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_var_unbiased_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_var_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vdot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vdot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vdot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_as_complex_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_as_complex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_as_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_as_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vstack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vstack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vstack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_where_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_where_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_where_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_where_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_xlogy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zero__cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zero__cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zero__cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_embedding_bag_byte_unpack_cuda, test/test_meta.py::TestMetaCUDA::test_embedding_bag_dense_backward_mode_2_cuda, test/test_meta.py::TestMetaCUDA::test_empty_quantized_cuda, test/test_meta.py::TestMetaCUDA::test_group_norm_backward_output_mask0_cuda, test/test_meta.py::TestMetaCUDA::test_group_norm_backward_output_mask3_cuda, test/test_meta.py::TestMetaCUDA::test_group_norm_backward_output_mask5_cuda, test/test_meta.py::TestMetaCUDA::test_layer_norm_backward_output_mask3_cuda, test/test_meta.py::TestMetaCUDA::test_map_location_deserialize_cuda, test/test_meta.py::TestMetaCUDA::test_meta_autograd_no_error_cuda, test/test_meta.py::TestMetaCUDA::test_meta_inplace_H_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_H_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_H_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_H_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_H_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_T_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_T_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_T_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_T_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_T_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_T_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace___getitem___cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace___getitem___cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___getitem___cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace___getitem___cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace___getitem___cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace___radd___cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace___radd___cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace___radd___cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rdiv___cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rdiv___cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rmod___cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rmod___cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rmod___cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rmul___cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rmul___cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace___ror___cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rpow___cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rpow___cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rsub___cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rsub___cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rsub___cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rsub___cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rxor___cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__chunk_cat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__chunk_cat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__chunk_cat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__chunk_cat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_abs_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_acos_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_acos_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_acos_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_acos_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_acos_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_addcdiv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_addcdiv_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_addcdiv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_addcdiv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_addcdiv_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_addcdiv_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_addcmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_addcmul_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_addcmul_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_addcmul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_asin_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_asin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_asin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_asin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_atan_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_ceil_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_clamp_max_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_clamp_max_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_clamp_max_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_clamp_max_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_clamp_max_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_clamp_max_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_clamp_min_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_clamp_min_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_clamp_min_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_clamp_min_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_cosh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_div_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_div_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_div_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_div_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_div_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_erfc_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_erfc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_erfc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_exp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_exp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_expm1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_expm1_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_expm1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_expm1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_expm1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_floor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_floor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_floor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_frac_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_frac_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_frac_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_frac_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_lerp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_lerp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_lerp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_lerp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_lgamma_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_lgamma_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_lgamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log10_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log10_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log10_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log10_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log1p_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log1p_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_max_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_max_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_max_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_max_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_max_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_maximum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_maximum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_maximum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_maximum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_maximum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_maximum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_maximum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_minimum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_minimum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_mul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_mul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_norm_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_pow_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_pow_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_pow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_reciprocal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_reciprocal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_reciprocal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_round_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_round_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_round_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_round_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_round_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_rsqrt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_rsqrt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_rsqrt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_rsqrt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sigmoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sigmoid_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sign_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sinh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sinh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sinh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sinh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sqrt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sqrt_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sqrt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sqrt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sub_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sub_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_tan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_tan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_tanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_tanh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_tanh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_tanh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_trunc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_zero_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__native_batch_norm_legit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__segment_reduce_lengths_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__segment_reduce_lengths_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__segment_reduce_offsets_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__softmax_backward_data_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__softmax_backward_data_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_put_accumulate_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_put_accumulate_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_put_accumulate_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__upsample_bilinear2d_aa_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__upsample_bilinear2d_aa_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_abs_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_abs_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_abs_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acos_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acos_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acos_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acos_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acosh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acosh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acosh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_add_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_add_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_add_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcdiv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcdiv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcmul_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcmul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcmul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcmul_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcmul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmm_decomposed_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_all_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_all_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_all_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_all_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_all_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_allclose_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_allclose_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_allclose_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_aminmax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_aminmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_aminmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_aminmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_angle_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_angle_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_angle_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_any_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_any_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_any_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_any_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_arange_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_arange_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_arange_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argsort_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argwhere_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argwhere_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argwhere_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argwhere_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argwhere_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_partial_views_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_partial_views_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_partial_views_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_partial_views_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asin_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atanh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_1d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_1d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_2d_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_2d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_3d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_3d_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_baddbmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bfloat16_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bfloat16_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bincount_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bincount_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_and_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_left_shift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_not_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_not_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_not_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_or_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_right_shift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_xor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_xor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_block_diag_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_block_diag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_block_diag_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_block_diag_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_block_diag_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bool_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bool_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bool_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_tensors_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_tensors_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_tensors_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_tensors_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_to_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_to_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_to_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_to_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_to_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_to_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bucketize_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bucketize_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_byte_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_byte_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_byte_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_byte_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cartesian_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cartesian_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cartesian_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cartesian_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdouble_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdouble_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdouble_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ceil_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cfloat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cfloat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cfloat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cfloat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cfloat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cfloat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_char_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_char_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cholesky_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cholesky_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cholesky_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cholesky_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chunk_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chunk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chunk_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_max_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_max_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_max_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_min_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_min_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clone_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clone_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clone_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_column_stack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_column_stack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_combinations_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_combinations_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_combinations_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_physical_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_physical_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_physical_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_constant_pad_nd_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_constant_pad_nd_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_constant_pad_nd_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_constant_pad_nd_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_contiguous_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_contiguous_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_contiguous_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_contiguous_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_copysign_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_copysign_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_corrcoef_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_corrcoef_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_corrcoef_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_corrcoef_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cosh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cosh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cosh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cosh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cosh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cosh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_count_nonzero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_count_nonzero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_count_nonzero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_count_nonzero_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cov_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumprod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumprod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumsum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumulative_trapezoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumulative_trapezoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumulative_trapezoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_deg2rad_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_deg2rad_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_deg2rad_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_deg2rad_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_deg2rad_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_embed_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_embed_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagflat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagflat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagflat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_digamma_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_digamma_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_digamma_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dist_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dist_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dist_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_floor_rounding_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_floor_rounding_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_floor_rounding_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_floor_rounding_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_no_rounding_mode_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_no_rounding_mode_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_no_rounding_mode_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_no_rounding_mode_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_no_rounding_mode_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_trunc_rounding_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_double_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_double_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_double_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_double_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dstack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_einsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_permuted_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_permuted_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_permuted_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_permuted_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eq_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eq_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eq_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eq_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eq_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eq_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_equal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_equal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_equal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_equal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfinv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfinv_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfinv_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_as_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_as_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expm1_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expm1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expm1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exponential_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eye_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eye_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eye_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eye_cuda_float8_e4m3fn, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eye_cuda_float8_e4m3fnuz, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eye_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft2_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftshift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftshift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftshift_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fill_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fill_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flatten_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flatten_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flip_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flip_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fliplr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fliplr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_power_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_power_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_divide_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_frexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_frexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_like_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_like_cuda_uint32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gather_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gather_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ge_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ge_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ge_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_geqrf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gradient_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gradient_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_grid_sampler_2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_half_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_half_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_half_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_half_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hash_tensor_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hash_tensor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hash_tensor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_heaviside_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_heaviside_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hsplit_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hsplit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hsplit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hstack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hstack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_i0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_i0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_i0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_i0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_i0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_imag_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_add_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_add_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_fill_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_fill_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_put_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_put_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_put_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_amin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_mean_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_select_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_select_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_select_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_select_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_select_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_select_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_inner_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_inner_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_inner_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_int_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_int_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_int_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isclose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isclose_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isclose_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isfinite_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isfinite_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isfinite_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isinf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isnan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isnan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isnan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isnan_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isneginf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isposinf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isreal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isreal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isreal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_item_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_item_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_2inputs_2outputs_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_2inputs_2outputs_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_2inputs_2outputs_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_2inputs_2outputs_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_4inputs_with_extra_args_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_4inputs_with_extra_args_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_4inputs_with_extra_args_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_4inputs_with_extra_args_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_binary_return_by_ref_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_unary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_unary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_unary_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_unary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_kron_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_kron_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_kron_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_kron_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lcm_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ldexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ldexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_le_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_le_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lerp_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lerp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lgamma_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lgamma_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lgamma_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_cholesky_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_cholesky_ex_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_cholesky_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_cholesky_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_cond_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_cross_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_cross_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_det_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_det_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_diagonal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_eig_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_inv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_ldl_factor_ex_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_ldl_factor_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_ldl_factor_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_ldl_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_ldl_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_lstsq_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_lstsq_grad_oriented_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_lu_factor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_lu_factor_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_lu_factor_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_matrix_rank_hermitian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_matrix_rank_hermitian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_multi_dot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_norm_subgradients_at_zero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_pinv_hermitian_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_qr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_qr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_solve_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_solve_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_tensorinv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_tensorsolve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vander_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vander_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vander_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vander_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vander_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vander_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vecdot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vecdot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vector_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_tensor_overload_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_tensor_overload_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_tensor_overload_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_tensor_overload_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log10_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log1p_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log1p_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log1p_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_normal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_softmax_with_dtype_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_softmax_with_dtype_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_softmax_with_dtype_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logcumsumexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logdet_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_and_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_not_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_xor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_xor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_xor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_xor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_xor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_tensor_overload_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_tensor_overload_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_tensor_overload_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_tensor_overload_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_long_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_long_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lu_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lu_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lu_unpack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mH_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mH_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mH_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mT_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mT_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumprod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumprod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_fill_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logaddexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logsumexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_median_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_normalize_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_select_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_softmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_std_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_std_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_sum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_sum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_sum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_sum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_var_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_var_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_var_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_var_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_var_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_matmul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_matmul_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_matrix_exp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_matrix_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_binary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_binary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_no_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_no_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_no_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_with_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_with_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_with_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_maximum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_maximum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_list_of_tensors_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_list_of_tensors_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_list_of_tensors_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_list_of_tensors_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_list_of_tensors_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_variadic_tensors_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_variadic_tensors_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_variadic_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_variadic_tensors_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_binary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_binary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_no_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_no_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_no_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_with_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_minimum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_minimum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_minimum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_minimum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_minimum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_minimum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mode_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mode_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_movedim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_movedim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_movedim_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_movedim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_movedim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_msort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_msort_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_msort_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_msort_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mul_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mul_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_multinomial_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nan_to_num_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nan_to_num_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nan_to_num_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmedian_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmedian_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmedian_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmedian_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanquantile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nansum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nansum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nansum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_native_dropout_backward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_native_layer_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_native_layer_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_neg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_neg_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_neg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_neg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_neg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_full_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_full_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_full_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_ones_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_ones_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_zeros_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_zeros_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_zeros_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_zeros_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_zeros_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nextafter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_avg_pool1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_avg_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_avg_pool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_avg_pool3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_avg_pool3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_avg_pool3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_max_pool2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_max_pool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_alpha_dropout_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_avg_pool1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_avg_pool2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_avg_pool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_avg_pool3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_avg_pool3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_batch_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_bilinear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_binary_cross_entropy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_binary_cross_entropy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_binary_cross_entropy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_binary_cross_entropy_with_logits_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_celu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_channel_shuffle_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_channel_shuffle_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_channel_shuffle_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_channel_shuffle_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_channel_shuffle_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_channel_shuffle_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv2d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv2d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv3d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv3d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv3d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv_transpose1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv_transpose3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv_transpose3d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv_transpose3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_cosine_embedding_loss_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_cosine_embedding_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_cosine_embedding_loss_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_cosine_similarity_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_cross_entropy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_ctc_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_dropout3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_elu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_elu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_embedding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_feature_alpha_dropout_with_train_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_feature_alpha_dropout_with_train_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_fractional_max_pool2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_fractional_max_pool3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_gaussian_nll_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_gelu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_grid_sample_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_group_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_hardsigmoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_hardswish_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_hinge_embedding_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_huber_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_instance_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_area_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_area_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_area_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_bilinear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_trilinear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_l1_loss_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_l1_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_layer_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_leaky_relu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_linear_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_linear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_logsigmoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_margin_ranking_loss_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_margin_ranking_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_margin_ranking_loss_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_margin_ranking_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_pool2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_pool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_pool3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_unpool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_unpool1d_grad_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_unpool2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_unpool2d_grad_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_unpool2d_grad_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_unpool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_unpool3d_grad_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_mish_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_mish_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_multi_head_attention_forward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_multi_margin_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_multi_margin_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_multilabel_margin_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_multilabel_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_multilabel_soft_margin_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_nll_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_normalize_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_normalize_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_normalize_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_circular_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_circular_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_circular_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_constant_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_constant_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_constant_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_constant_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_constant_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_reflect_cuda_float16, 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test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pixel_shuffle_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pixel_shuffle_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pixel_shuffle_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pixel_unshuffle_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pixel_unshuffle_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_poisson_nll_loss_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_prelu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_relu6_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_relu6_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_relu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_relu_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_relu_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_rms_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_rrelu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_scaled_dot_product_attention_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_scaled_dot_product_attention_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_selu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_selu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_smooth_l1_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_soft_margin_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softmin_with_dtype_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softplus_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softplus_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softshrink_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softshrink_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softsign_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softsign_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softsign_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softsign_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_tanhshrink_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_tanhshrink_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_threshold_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_threshold_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_loss_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_loss_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_unfold_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_unfold_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_upsample_nearest_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_static_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_static_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_fro_cuda_bfloat16, 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test/test_meta.py::TestMetaCUDA::test_meta_inplace_ones_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ones_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ormqr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ormqr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_outer_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pinverse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_3_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_3_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_4_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_4_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_4_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_4_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_positive_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_positive_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pow_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_prod_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_put_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_put_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_put_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_put_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rad2deg_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rad2deg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rand_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rand_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ravel_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ravel_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_real_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_real_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reciprocal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reciprocal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reciprocal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reciprocal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reciprocal_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reciprocal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_remainder_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_remainder_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_remainder_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_interleave_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_interleave_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_as_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_cuda_complex64, 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test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_neg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_neg_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_neg_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_neg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_neg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_neg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_roll_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_roll_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_roll_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rot90_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rot90_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rot90_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rot90_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rot90_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_decimals_0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_decimals_0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_decimals_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_decimals_neg_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_decimals_neg_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsqrt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsqrt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsqrt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsqrt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsub_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsub_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsub_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsub_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_add_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_sum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_searchsorted_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_searchsorted_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_searchsorted_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sgn_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sgn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_short_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_short_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_short_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sigmoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sigmoid_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sigmoid_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sign_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sign_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sign_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sign_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sign_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_cosine_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_gaussian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_hann_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_hann_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signbit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signbit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signbit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sinc_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sinc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sinc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sinc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sinh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sinh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_softmax_with_dtype_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_softmax_with_dtype_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_softmax_with_dtype_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_softmax_with_dtype_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_softmax_with_dtype_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sort_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sort_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sparse_mm_reduce_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sparse_mm_reduce_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_airy_ai_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_j0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_j0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_j0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_j1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_j1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_j1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_j1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_y1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_y1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_y1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_t_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_t_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_t_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_u_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_w_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_w_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_entr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_entr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_entr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_entr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_erfcx_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_hermite_polynomial_h_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_hermite_polynomial_h_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_hermite_polynomial_he_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_i0e_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_i0e_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_i1_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_i1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_i1e_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_i1e_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_i1e_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_i1e_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_i1e_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_legendre_polynomial_p_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_legendre_polynomial_p_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_log_ndtr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_i0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_i1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_i1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_i1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_i1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_i1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_i1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_k0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_k0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_k1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_ndtr_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_ndtr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_ndtri_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_ndtri_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_scaled_modified_bessel_k0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_scaled_modified_bessel_k1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_scaled_modified_bessel_k1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_shifted_chebyshev_polynomial_t_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_shifted_chebyshev_polynomial_t_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_shifted_chebyshev_polynomial_w_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_shifted_chebyshev_polynomial_w_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_spherical_bessel_j0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_spherical_bessel_j0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_xlog1py_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_zeta_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_zeta_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_list_args_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_list_args_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_list_args_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_list_args_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sqrt_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sqrt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sqrt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sqrt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_multiple_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_multiple_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_multiple_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_mean_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sub_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sub_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sub_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_svd_lowrank_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_svd_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_along_dim_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_along_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_along_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tan_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tan_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tanh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tanh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensor_split_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensor_split_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensor_split_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensordot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensordot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensordot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tile_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tile_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tile_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_sparse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_sparse_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_topk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_torch_ops_aten__flash_attention_forward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trace_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapezoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapezoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapz_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triangular_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_indices_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triu_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triu_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triu_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triu_indices_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trunc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trunc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trunc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unflatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unflatten_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unflatten_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_uniform_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_consecutive_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_consecutive_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unravel_index_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_split_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_split_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_split_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_mean_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vdot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vdot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vsplit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vsplit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vsplit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_where_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_where_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_where_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_where_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_where_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_where_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_where_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_where_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_xlogy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zero__cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zero__cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zero__cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zeros_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zeros_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zeros_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zeros_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zeros_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zeros_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zeros_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_H_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_T_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace___getitem___cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace___getitem___cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace___getitem___cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___getitem___cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___radd___cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace___radd___cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace___radd___cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace___radd___cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace___radd___cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rand___cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rdiv___cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rdiv___cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rmatmul___cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rmatmul___cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rmod___cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rmod___cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rmod___cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rmod___cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rmod___cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rmul___cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rmul___cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace___ror___cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace___ror___cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace___ror___cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rpow___cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rpow___cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rpow___cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rpow___cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rpow___cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rpow___cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rsub___cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rsub___cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rsub___cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rsub___cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rsub___cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rsub___cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rxor___cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__batch_norm_with_update_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__batch_norm_with_update_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__chunk_cat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_abs_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_abs_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_acos_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_acos_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_acos_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_add_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_add_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_add_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_addcdiv_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_addcmul_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_addcmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_asin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_asin_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_asin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_asin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_atan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_atan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_atan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_ceil_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_ceil_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_ceil_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_ceil_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_clamp_max_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_clamp_max_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_clamp_max_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_clamp_max_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_clamp_min_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_cos_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_cos_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_cos_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_cosh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_cosh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_cosh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_div_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_div_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erfc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_exp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_expm1_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_expm1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_floor_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_floor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_floor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_floor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_frac_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_lerp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_lerp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_lerp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_lerp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_lerp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_lgamma_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_lgamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_lgamma_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log10_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log10_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log10_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log10_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log1p_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_max_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_max_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_max_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_max_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_maximum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_maximum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_maximum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_minimum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_minimum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_mul_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_mul_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_mul_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_neg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_neg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_neg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_neg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_norm_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_pow_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_pow_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_pow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_pow_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_pow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_round_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_round_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_round_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_round_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_round_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_round_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_rsqrt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sigmoid_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sign_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sinh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sinh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sinh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sinh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sinh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sqrt_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sqrt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sqrt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sub_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sub_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sub_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_tan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_tan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_tanh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_trunc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_trunc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_trunc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__native_batch_norm_legit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__native_batch_norm_legit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__segment_reduce_offsets_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__softmax_backward_data_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__softmax_backward_data_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_put_accumulate_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_put_accumulate_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_put_accumulate_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acos_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acos_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acos_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acosh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acosh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acosh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acosh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acosh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_add_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_add_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addbmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addbmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcmul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcmul_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmm_decomposed_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addr_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_alias_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_alias_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_alias_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_all_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_all_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_allclose_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_allclose_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_allclose_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_allclose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_aminmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_aminmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_aminmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_angle_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_angle_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_angle_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_angle_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_angle_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_any_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_any_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_arange_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_arange_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argsort_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argwhere_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argwhere_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argwhere_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argwhere_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asin_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atanh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atanh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atanh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_1d_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_3d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_3d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_3d_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_3d_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_baddbmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_baddbmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_and_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_and_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_and_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_left_shift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_not_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_or_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_xor_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_xor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_xor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_block_diag_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_block_diag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_block_diag_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_block_diag_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_block_diag_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bmm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bool_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_tensors_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_tensors_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_tensors_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_to_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bucketize_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_byte_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_byte_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_byte_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_byte_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_byte_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cartesian_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cartesian_prod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cartesian_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cartesian_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cauchy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cauchy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdouble_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdouble_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cfloat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cfloat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chalf_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chalf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_char_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_char_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_char_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_char_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_char_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_char_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cholesky_inverse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cholesky_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cholesky_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chunk_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chunk_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chunk_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chunk_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chunk_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_max_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_min_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clone_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clone_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_combinations_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_combinations_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_combinations_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_combinations_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_combinations_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_combinations_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_constant_pad_nd_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_constant_pad_nd_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_constant_pad_nd_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_constant_pad_nd_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_contiguous_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_contiguous_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_contiguous_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_copysign_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_copysign_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_copysign_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_copysign_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_corrcoef_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_corrcoef_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cos_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cos_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cos_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cosh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_count_nonzero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_count_nonzero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_count_nonzero_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_count_nonzero_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cov_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cov_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cov_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cov_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cross_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cross_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumprod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumulative_trapezoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumulative_trapezoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumulative_trapezoid_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_deg2rad_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_deg2rad_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_deg2rad_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_embed_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_embed_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diff_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_digamma_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_digamma_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_digamma_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_digamma_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_digamma_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dist_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_no_rounding_mode_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_no_rounding_mode_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_no_rounding_mode_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_no_rounding_mode_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_no_rounding_mode_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_trunc_rounding_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_trunc_rounding_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dsplit_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dsplit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_like_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_permuted_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_permuted_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_strided_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eq_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eq_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eq_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_equal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_equal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfinv_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfinv_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_as_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_as_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_as_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expm1_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expm1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exponential_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exponential_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eye_cuda_float8_e5m2fnuz, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftshift_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftshift_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftshift_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftshift_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftshift_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftshift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftshift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftshift_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftshift_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftshift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftshift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flatten_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flatten_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fliplr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fliplr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flipud_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flipud_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flipud_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flipud_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_power_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_power_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_power_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_power_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_divide_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_frac_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_like_cuda_uint32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gather_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gather_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gather_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gcd_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ge_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ge_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ge_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ge_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_geometric_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_geqrf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_geqrf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gradient_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gradient_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_grid_sampler_2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_grid_sampler_2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_grid_sampler_2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_grid_sampler_3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_grid_sampler_3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hash_tensor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hash_tensor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_heaviside_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_histc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_histc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hsplit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hsplit_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hsplit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hsplit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hstack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hstack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hstack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_i0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_i0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_i0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_igammac_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_imag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_put_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_put_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_put_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_put_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_mean_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_select_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_select_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_inner_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_inner_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_int_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_int_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_int_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_int_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isclose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isclose_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isclose_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isfinite_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isfinite_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isfinite_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isfinite_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isfinite_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isfinite_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isfinite_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isinf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isinf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isinf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isinf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isnan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isnan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isnan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isnan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isneginf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isneginf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isposinf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isposinf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isreal_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isreal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isreal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_istft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_item_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_item_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_item_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_item_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_item_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_2inputs_2outputs_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_2inputs_2outputs_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_4inputs_with_extra_args_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_4inputs_with_extra_args_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_4inputs_with_extra_args_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_4inputs_with_extra_args_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_4inputs_with_extra_args_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_return_by_ref_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_return_by_ref_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_unary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_unary_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_unary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_unary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_unary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_unary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_kron_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_kron_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_kron_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_kthvalue_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_kthvalue_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_kthvalue_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lcm_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ldexp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ldexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ldexp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ldexp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lerp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lgamma_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lgamma_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lgamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lgamma_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lgamma_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_cholesky_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_cholesky_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_cond_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_cross_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_cross_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_diagonal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_diagonal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_diagonal_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_diagonal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_diagonal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_eigvalsh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_inv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_inv_ex_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_ldl_factor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_ldl_factor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_ldl_factor_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_ldl_factor_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_lu_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_lu_factor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_lu_factor_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_lu_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_lu_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_matrix_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_matrix_power_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_matrix_power_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_matrix_rank_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_matrix_rank_hermitian_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_matrix_rank_hermitian_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_multi_dot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_norm_subgradients_at_zero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_norm_subgradients_at_zero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_pinv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_slogdet_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_solve_triangular_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_solve_triangular_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_svd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vander_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vander_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vecdot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_tensor_overload_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log10_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log10_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log10_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log10_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log10_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log1p_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_normal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_with_dtype_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_with_dtype_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_with_dtype_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_with_dtype_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logaddexp2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logaddexp2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logaddexp2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logcumsumexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logcumsumexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_and_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_not_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_not_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_not_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_or_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_or_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_or_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_xor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_xor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_xor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_tensor_overload_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_tensor_overload_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_tensor_overload_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logsumexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logsumexp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lu_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lu_unpack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mH_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mH_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mT_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mT_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mT_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mT_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mT_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mT_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumprod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumprod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumprod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumprod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumprod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumprod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumsum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumsum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_fill_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_fill_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_fill_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_fill_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logaddexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logaddexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logsumexp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logsumexp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_median_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_normalize_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_select_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_select_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_select_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_softmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_softmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_softmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_std_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_std_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_std_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_sum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_sum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_sum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_sum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_var_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_matmul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_matrix_exp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_no_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_no_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_maximum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_maximum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_median_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_list_of_tensors_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_list_of_tensors_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_list_of_tensors_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_variadic_tensors_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_variadic_tensors_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_variadic_tensors_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_variadic_tensors_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_no_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_no_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_no_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_with_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_with_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_with_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_minimum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mode_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mode_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mode_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_movedim_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_movedim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_movedim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nan_to_num_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nan_to_num_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmedian_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmedian_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nansum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nansum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nansum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_native_layer_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_native_layer_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ne_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ne_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_neg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_neg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_neg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_full_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_full_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_full_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_full_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_ones_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_ones_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_ones_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_zeros_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_zeros_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_zeros_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_zeros_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nextafter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nextafter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_avg_pool1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_avg_pool3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_max_pool1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_max_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_max_pool1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_max_pool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_avg_pool2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_batch_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_bilinear_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_binary_cross_entropy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_binary_cross_entropy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_binary_cross_entropy_with_logits_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_celu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_channel_shuffle_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_channel_shuffle_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv1d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv2d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv3d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv_transpose1d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv_transpose1d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv_transpose1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv_transpose2d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv_transpose2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv_transpose3d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv_transpose3d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv_transpose3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv_transpose3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_cosine_embedding_loss_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_cosine_embedding_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_cosine_embedding_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_cosine_similarity_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_cross_entropy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_ctc_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_dropout2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_dropout_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_elu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_embedding_bag_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_feature_alpha_dropout_without_train_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_gaussian_nll_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_gelu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_glu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_glu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_glu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_grid_sample_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_group_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_hardshrink_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_hardshrink_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_hardswish_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_hardtanh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_hardtanh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_huber_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_huber_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_instance_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_interpolate_area_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_interpolate_area_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_interpolate_bicubic_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_interpolate_bilinear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_interpolate_linear_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_interpolate_linear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_interpolate_nearest-exact_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_interpolate_nearest_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_interpolate_trilinear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_kl_div_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_l1_loss_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_l1_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_leaky_relu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_linear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_margin_ranking_loss_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_margin_ranking_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_max_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_max_pool2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_max_pool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_max_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_max_pool3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_max_unpool1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_max_unpool1d_grad_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_max_unpool1d_grad_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_max_unpool2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_max_unpool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_max_unpool3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_max_unpool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_max_unpool3d_grad_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_max_unpool3d_grad_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_mish_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_mse_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_multi_head_attention_forward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_multi_head_attention_forward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_multilabel_margin_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_multilabel_soft_margin_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_nll_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_normalize_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_normalize_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_circular_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_circular_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_circular_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_constant_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_constant_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_constant_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_constant_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_reflect_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_reflect_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_reflect_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_reflect_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_reflect_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_replicate_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_replicate_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_replicate_negative_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_replicate_negative_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pairwise_distance_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pairwise_distance_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pairwise_distance_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pixel_shuffle_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pixel_shuffle_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pixel_shuffle_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pixel_shuffle_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pixel_unshuffle_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pixel_unshuffle_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pixel_unshuffle_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_poisson_nll_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_poisson_nll_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_poisson_nll_loss_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_relu6_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_relu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_rms_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_scaled_dot_product_attention_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_selu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_selu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_silu_complex_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_silu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_silu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_silu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_soft_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_soft_margin_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softmin_with_dtype_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softplus_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softshrink_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softshrink_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softsign_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_tanhshrink_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_tanhshrink_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_tanhshrink_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_tanhshrink_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_tanhshrink_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_threshold_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_threshold_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_threshold_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_loss_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_loss_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_unfold_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_upsample_nearest_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nonzero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nonzero_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nonzero_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nonzero_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_norm_inf_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_norm_nuc_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_norm_nuc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_normal_in_place_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_normal_number_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ones_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ones_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ones_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ones_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ones_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ones_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ones_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ones_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ormqr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ormqr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ormqr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_outer_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pca_lowrank_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pinverse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pinverse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_3_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_3_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_3_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_4_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_4_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_4_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_4_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_positive_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_positive_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_positive_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pow_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pow_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_prod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_put_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_qr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rad2deg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rad2deg_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rand_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ravel_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ravel_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_real_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_real_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_real_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_real_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reciprocal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reciprocal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reciprocal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reciprocal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reciprocal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_remainder_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_remainder_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_renorm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_renorm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_renorm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_renorm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_interleave_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_interleave_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_interleave_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_interleave_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_as_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_as_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_as_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize_as__cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize_as__cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize_as__cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize_as__cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_conj_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_conj_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_conj_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_neg_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_neg_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_neg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_roll_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_roll_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_roll_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_roll_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_roll_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_roll_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rot90_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rot90_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_decimals_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_decimals_0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_decimals_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsqrt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsqrt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsqrt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsqrt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsub_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scalar_tensor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scalar_tensor_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scalar_tensor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scalar_tensor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_add_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_add_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_sum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_sum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_sum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_searchsorted_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_searchsorted_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_searchsorted_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sgn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sgn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_short_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_short_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_short_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_short_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_short_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sign_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sign_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_exponential_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_gaussian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_general_cosine_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_hamming_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_hann_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signbit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signbit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_slice_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_slice_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_slice_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_slice_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_slice_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_softmax_with_dtype_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_softmax_with_dtype_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_softmax_with_dtype_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_softmax_with_dtype_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_softmax_with_dtype_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sort_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sort_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sparse_sampled_addmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sparse_sampled_addmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_airy_ai_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_y0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_y1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_y1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_chebyshev_polynomial_u_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_chebyshev_polynomial_u_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_chebyshev_polynomial_u_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_chebyshev_polynomial_v_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_chebyshev_polynomial_v_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_chebyshev_polynomial_w_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_chebyshev_polynomial_w_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_entr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_entr_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_entr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_entr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_erfcx_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_hermite_polynomial_h_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_hermite_polynomial_he_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_i0e_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_i0e_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_i0e_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_i1_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_i1e_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_i1e_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_i1e_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_i1e_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_laguerre_polynomial_l_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_legendre_polynomial_p_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_log_ndtr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_modified_bessel_i0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_modified_bessel_i0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_modified_bessel_i1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_modified_bessel_i1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_modified_bessel_i1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_modified_bessel_k0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_modified_bessel_k0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_modified_bessel_k1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_modified_bessel_k1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_modified_bessel_k1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_ndtr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_ndtri_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_ndtri_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_ndtri_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_scaled_modified_bessel_k0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_scaled_modified_bessel_k1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_scaled_modified_bessel_k1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_scaled_modified_bessel_k1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_shifted_chebyshev_polynomial_t_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_shifted_chebyshev_polynomial_t_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_shifted_chebyshev_polynomial_t_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_shifted_chebyshev_polynomial_v_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_shifted_chebyshev_polynomial_v_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_shifted_chebyshev_polynomial_v_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_shifted_chebyshev_polynomial_v_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_shifted_chebyshev_polynomial_w_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_shifted_chebyshev_polynomial_w_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_shifted_chebyshev_polynomial_w_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_shifted_chebyshev_polynomial_w_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_spherical_bessel_j0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_spherical_bessel_j0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_spherical_bessel_j0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_xlog1py_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_xlog1py_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_xlog1py_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_xlog1py_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_zeta_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_zeta_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_zeta_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_list_args_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_list_args_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_list_args_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_list_args_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_list_args_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_list_args_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sqrt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sqrt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_square_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_square_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_square_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_square_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_square_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_multiple_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_multiple_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_multiple_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_multiple_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_multiple_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_multiple_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_mean_unbiased_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_mean_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sub_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sub_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sub_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sub_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sub_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_to_size_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_to_size_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_to_size_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_svd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_svd_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_along_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_along_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_along_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tanh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tanh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tanh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tanh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensor_split_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensor_split_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensor_split_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensordot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensordot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tile_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tile_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tile_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_sparse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_sparse_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_sparse_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_sparse_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_sparse_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_sparse_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_topk_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_topk_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_topk_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_topk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__efficient_attention_forward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__efficient_attention_forward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trace_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapezoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapezoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapezoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapz_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapz_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triangular_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_indices_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_true_divide_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trunc_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trunc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unflatten_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unflatten_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_uniform_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_consecutive_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_consecutive_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_consecutive_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_consecutive_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unravel_index_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vdot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_complex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_where_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_where_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_where_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_where_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_where_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_where_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_xlogy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_xlogy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_xlogy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_xlogy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_xlogy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zero__cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zero__cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zero__cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_nonzero_cuda 2025-09-07T08:32:06.7502518Z 2025-09-07T08:32:07.5409004Z Uploading artifacts took 1.25 seconds 2025-09-07T08:32:09.4009388Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:32:09.4012028Z import pkg_resources 2025-09-07T08:32:09.7247134Z Running xpu/test_gemm 1/1 ... [2025-09-07 08:32:09.724252] 2025-09-07T08:32:09.7247741Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:32:09.7249494Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'xpu/test_gemm.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:32:09.724609] 2025-09-07T08:32:12.5960890Z 2025-09-07T08:32:12.5961772Z functorch/test_ops 3/6 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ops_3.6_05935b8a6dd5a911_.log 2025-09-07T08:32:12.6405619Z Running 1655 items in this shard: test/functorch/test_ops.py::TestOperatorsCUDA::test_data_write_errors_under_transform_cuda, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad__softmax_backward_data_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad__unsafe_masked_index_put_accumulate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_angle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_as_strided_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_atleast_1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_bfloat16_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_constant_pad_nd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_corrcoef_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cummin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_deg2rad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_diag_embed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_dsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_exp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_ifft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_ihfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_rfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_float_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_frac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_geometric_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_gradient_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_grid_sampler_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_index_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_index_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_index_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_kron_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ldexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_lgamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_cholesky_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_det_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_eigh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_householder_product_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_matrix_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_slogdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_tensorinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_log2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_lt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_native_dropout_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_adaptive_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_batch_norm_without_cudnn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_dropout2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_embedding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_multi_head_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_triplet_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_polygamma_polygamma_n_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_repeat_interleave_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_resize__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_resize_as__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_roll_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_round_decimals_neg_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_select_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_signal_windows_bartlett_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_bessel_j1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_erfcx_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_i1e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_log_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_modified_bessel_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_square_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_trunc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_unfold_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_unsqueeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_view_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp___getitem___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp__batch_norm_with_update_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_allclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_as_strided_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_bool_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_broadcast_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cartesian_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_chalf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_char_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_clone_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_deg2rad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_erf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_erfc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_ihfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_irfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_flipud_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_float_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_float_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_grid_sampler_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_half_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_hash_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_heaviside_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_item_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_jiterator_binary_return_by_ref_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_jiterator_unary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_kthvalue_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ldexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_det_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_ldl_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_matrix_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_pinv_singular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_vander_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_logspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_long_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_lt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_meshgrid_variadic_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_movedim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nan_to_num_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_narrow_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_native_dropout_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_unpool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_unpool2d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_multi_head_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_multi_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_multilabel_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_pad_circular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nonzero_static_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_normal_number_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_polar_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_polygamma_polygamma_n_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_positive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_remainder_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_round_decimals_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_round_decimals_neg_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_rsub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_scatter_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_general_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_slice_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sparse_sampled_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_hermite_polynomial_h_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_hermite_polynomial_he_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_i0e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_i1e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_log_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_modified_bessel_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_shifted_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_tensordot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_tile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_torch_ops_aten__efficient_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_trace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_triu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_true_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_unbind_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_unsqueeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_where_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_T_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp___rdiv___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp___rmatmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp__batch_norm_with_update_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp__chunk_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp__softmax_backward_data_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp__upsample_bilinear2d_aa_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_acos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_allclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_as_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_atleast_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_bfloat16_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_byte_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cfloat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_clamp_max_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cummax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cumulative_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_dist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_eq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_exp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_eye_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_fft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_hfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_ifftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_irfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_flatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_flip_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_item_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_jiterator_4inputs_with_extra_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_kthvalue_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_lgamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_eigvalsh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_inv_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_vander_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_vecdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_log_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_logdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_logit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_min_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_movedim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_mvlgamma_mvlgamma_p_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_binary_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_dropout3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_group_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_hardshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pairwise_distance_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pixel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_softshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_threshold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_pca_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_permute_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_quantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_randn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_resize_as__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_resolve_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_rsub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_select_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_signal_windows_kaiser_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sparse_mm_reduce_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_entr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_erfcx_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_i0e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_shifted_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_shifted_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_squeeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_t_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_torch_ops_aten__efficient_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_transpose_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_unbind_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_unsafe_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_vdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_where_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_amax_cuda_complex64, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_floor_cuda_complex128, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_ge_cuda_complex128, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_gt_cuda_complex128, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_gt_cuda_complex64, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_le_cuda_complex32, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_lt_cuda_complex128, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_lt_cuda_complex64, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_minimum_cuda_complex32, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_sort_cuda_complex64, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_contiguous_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_flatten_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_dsplit_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_split_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_unbind_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_vsplit_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_mH_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_mT_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_permute_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_positive_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_view_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp___rdiv___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp__batch_norm_with_update_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp__chunk_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_addbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_addcmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_broadcast_shapes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_broadcast_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_bucketize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_byte_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cfloat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_char_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_combinations_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_dist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_div_trunc_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_dstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_empty_permuted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_equal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_erfinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_expand_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_ifftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_ifftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_rfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_floor_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_histc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_int_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_isfinite_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_isin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_isinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_jiterator_unary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_kron_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_matrix_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_pinv_singular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_slogdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_tensorsolve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_vecdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_log_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logaddexp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logical_xor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_multinomial_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nanquantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_ne_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_new_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_adaptive_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_stride_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_hardshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_kl_div_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_pairwise_distance_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_pdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_pixel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_selu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_permute_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_polygamma_polygamma_n_2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_repeat_interleave_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_rot90_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_scatter_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_general_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sparse_mm_reduce_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_bessel_j1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_log_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_square_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_t_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_tensor_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_trapz_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_unsqueeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp___radd___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp___rpow___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp__segment_reduce_lengths_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp__softmax_backward_data_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_addcdiv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_addmv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_arange_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_argsort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_as_strided_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_bool_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_char_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_cummin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_diff_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_rfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_igammac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_jiterator_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_jiterator_unary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_ldexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_lerp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_eig_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_householder_product_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_solve_triangular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_vander_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_logdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_logical_xor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_maximum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_meshgrid_variadic_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_ne_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_new_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_new_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_alpha_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv_transpose2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_fractional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_local_response_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_max_unpool1d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_pad_circular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_pad_reflect_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_prelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_upsample_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_norm_nuc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_positive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_quantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_resize_as__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_round_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_sgn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_signal_windows_gaussian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_sin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_sparse_mm_reduce_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_laguerre_polynomial_l_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_log_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_modified_bessel_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_split_list_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_tile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_trunc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_var_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjpvmap_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjpvmap_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjpvmap_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap___rmod___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap___rsub___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap__batch_norm_with_update_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap__native_batch_norm_legit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap__unsafe_masked_index_put_accumulate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_addmv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_aminmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_angle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_arange_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_asinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_bfloat16_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_bool_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_byte_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_cdouble_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_ceil_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_constant_pad_nd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_cos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_double_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_exp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_eye_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_fft_hfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_fft_ifft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_fliplr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_float_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_grid_sampler_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_index_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_index_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_isnan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_lerp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_cholesky_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_cond_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_matrix_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_slogdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_logcumsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_logical_or_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_long_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_max_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_maximum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_narrow_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_adaptive_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_adaptive_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_dropout2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_fractional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_gaussian_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_gelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_huber_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_multilabel_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_pad_reflect_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_smooth_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nonzero_static_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_norm_nuc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_pca_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_rad2deg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_repeat_interleave_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_sgn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_signal_windows_gaussian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_signal_windows_general_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_signal_windows_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_sparse_sampled_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_airy_ai_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_legendre_polynomial_p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_split_list_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_squeeze_multiple_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_unbind_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_unique_consecutive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_var_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_H_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_H_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_NumpySortAutogradFunction_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___getitem___functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___rmatmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___rmatmul___cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___rmul___cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___rsub___cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad__batch_norm_with_update_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad__segment_reduce_lengths_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad__softmax_backward_data_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad__upsample_bilinear2d_aa_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad__upsample_bilinear2d_aa_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_acos_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addcdiv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addcmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addmm_decomposed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_allclose_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_arange_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_as_strided_partial_views_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_asinh_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_atan2_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_atan_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_bernoulli_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_bmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_bool_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_broadcast_to_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_byte_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_byte_functorch_no_channels_last_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cat_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cauchy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_char_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_clamp_min_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_combinations_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_complex_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_conj_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_conj_physical_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_constant_pad_nd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_contiguous_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_corrcoef_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_corrcoef_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cosh_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_count_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cummin_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cumsum_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cumulative_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_deg2rad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_div_trunc_rounding_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_empty_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_empty_permuted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_erf_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_expm1_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_fft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_fft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_fftshift_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_hfft2_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_hfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_ifft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_irfft2_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_rfft_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_rfftn_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fill_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_flip_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_float_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_frac_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_heaviside_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_hstack_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_igammac_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_add_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_put_functorch_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_reduce_amin_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_int_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_le_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_lerp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_lgamma_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_cholesky_ex_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_cond_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_det_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_eigvals_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_inv_ex_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_ldl_factor_ex_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lstsq_grad_oriented_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_factor_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_matrix_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_matrix_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_matrix_rank_hermitian_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_pinv_singular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_slogdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_solve_ex_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_solve_triangular_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logaddexp_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logical_and_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logical_not_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logsumexp_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_long_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_long_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_argmax_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_log_softmax_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_logsumexp_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_softmax_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_softmin_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_min_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_min_reduction_with_dim_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_movedim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mv_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mvlgamma_mvlgamma_p_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mvlgamma_mvlgamma_p_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_native_dropout_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_native_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ne_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_new_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_new_empty_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_new_full_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_new_ones_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_adaptive_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_adaptive_max_pool1d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_batch_norm_without_cudnn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_bilinear_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_binary_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_binary_cross_entropy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_celu_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv_transpose2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_dropout2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_embedding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_embedding_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_hardsigmoid_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_huber_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_local_response_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_pool1d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_pool2d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool3d_grad_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_multi_head_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pad_reflect_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pairwise_distance_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_poisson_nll_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_rrelu_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_smooth_l1_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_softmin_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_softshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_softshrink_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_softsign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_tanhshrink_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_threshold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_upsample_bilinear_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_norm_fro_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_norm_nuc_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_normal_number_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polygamma_polygamma_n_2_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_pow_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_randint_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_randn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_reshape_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_resolve_conj_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_round_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_round_decimals_0_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_round_decimals_neg_3_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scalar_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_searchsorted_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sgn_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sigmoid_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_bessel_j1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_bessel_y1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_chebyshev_polynomial_t_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_chebyshev_polynomial_u_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_entr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_erfcx_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_i0e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_i1e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_shifted_chebyshev_polynomial_t_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_shifted_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_xlog1py_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sqrt_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_squeeze_multiple_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_squeeze_multiple_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_stack_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_stft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_to_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_to_sparse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_to_sparse_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unfold_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unsafe_chunk_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unsqueeze_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unsqueeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_zeros_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_H_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall___rmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__batch_norm_with_update_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__softmax_backward_data_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__unsafe_masked_index_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__upsample_bilinear2d_aa_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_atan2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_baddbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_clamp_max_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_combinations_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_contiguous_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_eq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_erf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_erfinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_exp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_eye_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_fftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_ifft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_irfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_irfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_rfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fliplr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_float_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_floor_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_frexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule___getitem___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule__native_batch_norm_legit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule__upsample_bilinear2d_aa_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_abs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_asinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_broadcast_shapes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_byte_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_combinations_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_count_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_rfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_rfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_grid_sampler_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_half_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_hsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_hypot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_isinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_isnan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_item_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_jiterator_unary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_cond_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_eigvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_inv_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_matrix_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_logaddexp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_logical_and_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_logspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ne_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_batch_norm_without_cudnn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_strided_padding_dilation_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv_transpose1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv_transpose2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_gelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_leaky_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_pairwise_distance_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_prelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_norm_fro_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_quantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_randn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_roll_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_rot90_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_round_decimals_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_rsqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_scatter_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_select_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_airy_ai_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_erfcx_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_square_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sum_to_size_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_take_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_tan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_tile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_transpose_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_trapz_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_unfold_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_zeros_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_hash_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_heaviside_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_igammac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_index_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_index_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_index_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_int_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_int_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_jiterator_4inputs_with_extra_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_jiterator_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ldexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_eigh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_inv_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_vecdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_log2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_logdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_long_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_lt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_meshgrid_variadic_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_mul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_adaptive_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_adaptive_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_celu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_dropout3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_embedding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_fractional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_gelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_interpolate_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_multi_head_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_poisson_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_norm_fro_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ormqr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_pca_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_polygamma_polygamma_n_2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_polygamma_polygamma_n_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_reciprocal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_repeat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_scatter_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_scatter_reduce_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_searchsorted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_short_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_blackman_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_general_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_hann_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_signal_windows_kaiser_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_bessel_j1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_erfcx_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_hermite_polynomial_h_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_polygamma_special_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_shifted_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_take_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_tensor_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_trace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_triu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_unfold_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_zeros_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_T_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp___rmatmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp__softmax_backward_data_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp__unsafe_masked_index_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp__upsample_bilinear2d_aa_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_addcdiv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_addmv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_aminmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_arange_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_argwhere_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_as_strided_partial_views_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_atan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_atanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_atleast_1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_atleast_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ceil_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_chalf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cholesky_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_count_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cumulative_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_diff_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_dist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_exp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_fft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_ihfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_irfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fliplr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_float_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_floor_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fmod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_hash_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_jiterator_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_jiterator_binary_return_by_ref_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_det_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_eigh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_lstsq_grad_oriented_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_vecdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_log10_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_log_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logaddexp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logical_or_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_long_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_max_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_maximum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_new_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_alpha_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_embedding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_grid_sample_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_hardshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_hardtanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_interpolate_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_kl_div_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_local_response_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_max_unpool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_multi_head_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_smooth_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_threshold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_upsample_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nonzero_static_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ormqr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_polar_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_quantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_remainder_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_renorm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_repeat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_general_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_kaiser_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_legendre_polynomial_p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_split_list_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_stft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_tan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_torch_ops_aten__safe_softmax_default_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_true_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvmap_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp__chunk_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_acos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_addcmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_alias_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_all_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_as_strided_partial_views_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_asin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_atleast_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_bernoulli_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_bfloat16_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_broadcast_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_byte_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cartesian_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cholesky_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_column_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_constant_pad_nd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_fft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_hfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_hfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_ifftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_flip_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fmod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_gradient_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_half_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_addcdiv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_addr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_any_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_as_strided_partial_views_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_block_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_bmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_bucketize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cauchy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_combinations_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_double_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_dsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_erf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_eye_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fft_fftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fft_hfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fft_ifft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fft_ihfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fft_rfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_hypot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_index_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_index_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_isinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_jiterator_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_kthvalue_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_cholesky_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_solve_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_solve_triangular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_vander_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_vecdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_log10_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_log_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_logaddexp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_logdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_max_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_meshgrid_list_of_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_minimum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_mm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nansum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_narrow_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_native_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv2d_strided_padding_dilation_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv_transpose2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_cosine_similarity_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_grid_sample_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_hardshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_hinge_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_huber_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_leaky_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_multi_head_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_pad_circular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_permute_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_scatter_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_select_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_sign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_signal_windows_gaussian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_signal_windows_kaiser_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_signbit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_sparse_sampled_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_bessel_y0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_modified_bessel_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_scaled_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_shifted_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_spherical_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_split_with_sizes_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_tan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_tensor_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_torch_ops_aten__efficient_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_transpose_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_triu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_var_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_hsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_hstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_hypot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_index_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_int_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_item_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_det_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_eigvalsh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_multi_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_logical_xor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_lt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_meshgrid_list_of_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_msort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nansum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ne_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_adaptive_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv_transpose2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_local_response_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_pca_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_permute_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_permute_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_positive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_reciprocal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_resize_as__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_rot90_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_scatter_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_blackman_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_gaussian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_hann_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_hermite_polynomial_he_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_shifted_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_shifted_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_sub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_tensor_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_torch_ops_aten__efficient_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_unique_consecutive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_vdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_where_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp___rsub___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp__segment_reduce_lengths_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_addbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_any_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_argsort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_as_strided_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_asin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_block_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_chalf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_char_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_contiguous_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_cummax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_cummin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_diff_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_erf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_expand_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fft_fft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fft_ifft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fft_ihfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fmod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_half_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_igammac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_index_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_isfinite_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_jiterator_4inputs_with_extra_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_matrix_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_matrix_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_solve_triangular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_svdvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_log10_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_log_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_log_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_logdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_mm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nanmean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_narrow_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ne_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_new_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_adaptive_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_binary_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_dropout2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_embedding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_gelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_hardshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_hinge_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_interpolate_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_margin_ranking_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_pdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_poisson_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_rms_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_smooth_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_triplet_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_permute_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_reciprocal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_resize__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_roll_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_rsqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_select_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_signal_windows_bartlett_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_slice_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_bessel_y0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_shifted_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_xlog1py_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_squeeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sum_to_size_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_trapz_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_triangular_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_var_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_view_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_ZeroGradientsGenVmapAutogradFunction_cuda_float32 2025-09-07T08:32:12.6834061Z 2025-09-07T08:32:13.4064828Z 2025-09-07T08:32:13.4067075Z xpu/test_gemm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/xpu.test_gemm_1.1_abea53c27964c945_.log 2025-09-07T08:32:13.4068218Z Running 0 items in this shard: 2025-09-07T08:32:13.4068407Z 2025-09-07T08:32:15.8547871Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:32:15.8549256Z import pkg_resources 2025-09-07T08:32:16.1968918Z Running inductor/test_compile 1/1 ... [2025-09-07 08:32:16.196452] 2025-09-07T08:32:16.1969608Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:32:16.1972186Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compile.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:32:16.196821] 2025-09-07T08:32:16.5267366Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:32:16.5268711Z import pkg_resources 2025-09-07T08:32:16.8984649Z Running test_pruning_op 1/1 ... [2025-09-07 08:32:16.897914] 2025-09-07T08:32:16.8985215Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:32:16.8986285Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_pruning_op.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:32:16.898334] 2025-09-07T08:32:20.5700339Z 2025-09-07T08:32:20.5701564Z test_pruning_op 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_pruning_op_1.1_b04adf6fc52b0654_.log 2025-09-07T08:32:20.5703534Z Running 2 items in this shard: test/test_pruning_op.py::PruningOpTest::test_rowwise_prune_op_32bit_indices, test/test_pruning_op.py::PruningOpTest::test_rowwise_prune_op_64bit_indices 2025-09-07T08:32:20.5704211Z 2025-09-07T08:32:23.6797817Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:32:23.6799396Z import pkg_resources 2025-09-07T08:32:24.0177997Z Running inductor/test_multi_kernel 1/1 ... [2025-09-07 08:32:24.017373] 2025-09-07T08:32:24.0178441Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:32:24.0181199Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_multi_kernel.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:32:24.017794] 2025-09-07T08:32:33.0441217Z 2025-09-07T08:32:33.0442316Z inductor/test_compile 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compile_1.1_e76ebd3bbb5cf9b6_.log 2025-09-07T08:32:33.0446019Z Running 9 items in this shard: test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_generate_debug_symbol, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_bare_module, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_export1, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_export2, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_fx, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_fx_dict_input, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_fx_tensor_return, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_make_fx, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_op_with_multiple_outputs 2025-09-07T08:32:33.0449160Z 2025-09-07T08:32:36.2270562Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:32:36.2271941Z import pkg_resources 2025-09-07T08:32:36.5529138Z Running inductor/test_decompose_mem_bound_mm 1/1 ... [2025-09-07 08:32:36.552450] 2025-09-07T08:32:36.5529898Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:32:36.5531594Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_decompose_mem_bound_mm.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:32:36.552865] 2025-09-07T08:32:49.8849735Z 2025-09-07T08:32:49.8850693Z inductor/test_multi_kernel 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_multi_kernel_1.1_cc25328778fe5785_.log 2025-09-07T08:32:49.8856519Z Running 19 items in this shard: test/inductor/test_multi_kernel.py::MultiKernelTest::test_batchnorm_training, test/inductor/test_multi_kernel.py::MultiKernelTest::test_inplace_update, test/inductor/test_multi_kernel.py::MultiKernelTest::test_layernorm, test/inductor/test_multi_kernel.py::MultiKernelTest::test_pass_same_arg_multi_times, test/inductor/test_multi_kernel.py::MultiKernelTest::test_reduction_scratch_buffer, test/inductor/test_multi_kernel.py::MultiKernelTest::test_reduction_scratch_buffer_cpp_wrapper, test/inductor/test_multi_kernel.py::MultiKernelTest::test_reduction_scratch_buffer_cpp_wrapper_non_persistent_reduction, test/inductor/test_multi_kernel.py::MultiKernelTest::test_reduction_scratch_buffer_cpp_wrapper_persistent_reduction, test/inductor/test_multi_kernel.py::MultiKernelTest::test_softmax, test/inductor/test_multi_kernel.py::MultiKernelTest::test_softmax_cpp_wrapper, test/inductor/test_multi_kernel.py::MultiKernelTest::test_softmax_force_non_persistent_reduction_force_kernel_0, test/inductor/test_multi_kernel.py::MultiKernelTest::test_softmax_force_non_persistent_reduction_force_kernel_1, test/inductor/test_multi_kernel.py::MultiKernelTest::test_softmax_warn_mixed_layout, test/inductor/test_multi_kernel.py::MultiKernelTest::test_sort_disables_multi_kernel, test/inductor/test_multi_kernel.py::MultiKernelTest::test_split_scan, test/inductor/test_multi_kernel.py::MultiKernelTest::test_transformer_snippet, test/inductor/test_multi_kernel.py::MultiKernelTest::test_transformer_snippet_with_fallback_random, test/inductor/test_multi_kernel.py::MultiKernelTest::test_triton_gemm, test/inductor/test_multi_kernel.py::MultiKernelTest::test_triton_relu_fused_gemm 2025-09-07T08:32:49.8861525Z 2025-09-07T08:32:53.0020082Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:32:53.0021419Z import pkg_resources 2025-09-07T08:32:53.3324904Z Running inductor/test_block_analysis 1/1 ... [2025-09-07 08:32:53.332021] 2025-09-07T08:32:53.3325382Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:32:53.3327445Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_block_analysis.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:32:53.332423] 2025-09-07T08:33:00.1102318Z 2025-09-07T08:33:00.1103595Z inductor/test_block_analysis 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_block_analysis_1.1_3c796a8105858f68_.log 2025-09-07T08:33:00.1107970Z Running 10 items in this shard: test/inductor/test_block_analysis.py::BlockAnalysisTest::test_affine_identity_stride_3_symbol2_expr2, test/inductor/test_block_analysis.py::BlockAnalysisTest::test_affine_identity_stride_4_symbol1_expr1, test/inductor/test_block_analysis.py::BlockAnalysisTest::test_affine_identity_stride_5_symbol0_expr0, test/inductor/test_block_analysis.py::BlockAnalysisTest::test_index_with_dynamic_shapes, test/inductor/test_block_analysis.py::BlockAnalysisTest::test_mod_div_identity_dims0_strides0_symbol0_expr0, test/inductor/test_block_analysis.py::BlockAnalysisTest::test_mod_div_identity_dims1_strides1_symbol1_expr1, test/inductor/test_block_analysis.py::BlockAnalysisTest::test_mod_div_identity_dims2_strides2_symbol2_expr2, test/inductor/test_block_analysis.py::BlockAnalysisTest::test_subexpr_identity_symbol0_expr0_subexpr0, test/inductor/test_block_analysis.py::BlockAnalysisTest::test_subexpr_identity_symbol1_expr1_subexpr1, test/inductor/test_block_analysis.py::BlockAnalysisTest::test_subexpr_identity_symbol2_expr2_subexpr2 2025-09-07T08:33:00.1112141Z 2025-09-07T08:33:03.4143818Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:33:03.4145053Z import pkg_resources 2025-09-07T08:33:03.7425001Z Running inductor/test_minifier_isolate 1/1 ... [2025-09-07 08:33:03.742072] 2025-09-07T08:33:03.7425788Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:33:03.7427097Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_minifier_isolate.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:33:03.742415] 2025-09-07T08:33:10.2194018Z 2025-09-07T08:33:10.2195598Z inductor/test_minifier_isolate 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_minifier_isolate_1.1_79cb621e7ea7ee87_.log 2025-09-07T08:33:10.2197116Z Running 2 items in this shard: test/inductor/test_minifier_isolate.py::MinifierIsolateTests::test_after_aot_cpu_runtime_error, test/inductor/test_minifier_isolate.py::MinifierIsolateTests::test_after_aot_gpu_runtime_error 2025-09-07T08:33:10.2198054Z 2025-09-07T08:33:13.2392386Z 2025-09-07T08:33:13.2393577Z inductor/test_decompose_mem_bound_mm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_decompose_mem_bound_mm_1.1_e8b36d66882b680c_.log 2025-09-07T08:33:13.2409668Z Running 37 items in this shard: test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_check_device, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_bmm_b_10240_m_2_k_2_n_2_should_decompose_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_bmm_b_10240_m_2_k_32_n_32_should_decompose_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_bmm_b_2000_m_2_k_2_n_2_should_decompose_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_bmm_cpu_b_1_m_2_k_2_n_2_should_decompose_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_bmm_cpu_b_2_m_2_k_2_n_2_should_decompose_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_linear_m_20480_k_32_n_2_should_decompose_False_has_bias_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_linear_m_20480_k_32_n_2_should_decompose_False_has_bias_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_linear_m_20480_k_5_n_2_should_decompose_True_has_bias_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_linear_m_20480_k_5_n_2_should_decompose_True_has_bias_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_linear_m_2048_k_2_n_2_should_decompose_False_has_bias_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_linear_m_2048_k_2_n_2_should_decompose_False_has_bias_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_linear_mixed_precision_m_20480_k_32_n_2_should_decompose_False_has_bias_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_linear_mixed_precision_m_20480_k_32_n_2_should_decompose_False_has_bias_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_linear_mixed_precision_m_20480_k_5_n_2_should_decompose_True_has_bias_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_linear_mixed_precision_m_20480_k_5_n_2_should_decompose_True_has_bias_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_linear_mixed_precision_m_2048_k_2_n_2_should_decompose_False_has_bias_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_linear_mixed_precision_m_2048_k_2_n_2_should_decompose_False_has_bias_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_cpu_m_1_k_64_n_16_should_decompose_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_cpu_m_1_k_64_n_32_should_decompose_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_cpu_m_2_k_64_n_16_should_decompose_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_m_20480_k_32_n_2_should_decompose_False_has_bias_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_m_20480_k_32_n_2_should_decompose_False_has_bias_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_m_20480_k_5_n_2_should_decompose_True_has_bias_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_m_20480_k_5_n_2_should_decompose_True_has_bias_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_m_2048_k_2_n_2_should_decompose_False_has_bias_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_m_2048_k_2_n_2_should_decompose_False_has_bias_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_mixed_precision_m_20480_k_32_n_2_should_decompose_False_has_bias_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_mixed_precision_m_20480_k_32_n_2_should_decompose_False_has_bias_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_mixed_precision_m_20480_k_5_n_2_should_decompose_True_has_bias_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_mixed_precision_m_20480_k_5_n_2_should_decompose_True_has_bias_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_mixed_precision_m_2048_k_2_n_2_should_decompose_False_has_bias_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_mixed_precision_m_2048_k_2_n_2_should_decompose_False_has_bias_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_dynamic_shape_decompose_addmm, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_dynamic_shape_m_20480_k_5_n_2_should_decompose_True_has_bias_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_dynamic_shape_m_20480_k_5_n_2_should_decompose_True_has_bias_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_realize_input 2025-09-07T08:33:13.2423483Z 2025-09-07T08:33:13.4174297Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:33:13.4175648Z import pkg_resources 2025-09-07T08:33:13.7676248Z Running export/test_swap 1/1 ... [2025-09-07 08:33:13.767217] 2025-09-07T08:33:13.7676889Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:33:13.7678122Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_swap.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:33:13.767557] 2025-09-07T08:33:16.3684978Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:33:16.3686251Z import pkg_resources 2025-09-07T08:33:16.6990605Z Running functorch/test_dims 1/1 ... [2025-09-07 08:33:16.698646] 2025-09-07T08:33:16.6991161Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:33:16.6992650Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_dims.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:33:16.698990] 2025-09-07T08:33:23.6823026Z 2025-09-07T08:33:23.6823942Z test_meta 4/4 was successful, full logs can be found in artifacts with path test/test-reports/test_meta_4.4_6a1d0a4d56526255_.log 2025-09-07T08:33:23.9418426Z Running 10048 items in this shard: test/test_meta.py::TestMetaConverter::test_channels_last_non_leaf, test/test_meta.py::TestMetaConverter::test_empty_strided_non_dense_leaf, test/test_meta.py::TestMetaConverter::test_imag, test/test_meta.py::TestMetaConverter::test_non_leaf_torture, test/test_meta.py::TestMetaConverter::test_view_of_view_of_leaf, test/test_meta.py::TestMetaCUDA::test_batch_norm_backward_output_mask2_cuda, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype___radd___cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype___rpow___cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype___rsub___cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_div_trunc_rounding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_floor_divide_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_fmod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_hypot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_le_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_maximum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_nextafter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_remainder_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_rsub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_sub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_atan2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_clamp_min_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_complex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_copysign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_float_power_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_heaviside_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_hypot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_ldexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_le_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_mul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_nextafter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_special_chebyshev_polynomial_u_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_special_laguerre_polynomial_l_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype_special_zeta_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_T_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_T_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_T_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_T_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_T_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_T_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_T_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___getitem___cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___getitem___cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___getitem___cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___getitem___cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___radd___cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rand___cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rdiv___cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rmatmul___cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rmatmul___cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rmatmul___cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rmod___cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rmul___cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rmul___cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rmul___cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___ror___cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___ror___cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rpow___cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rpow___cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rsub___cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rxor___cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace___rxor___cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace__batch_norm_with_update_cuda_bfloat16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acosh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acosh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acosh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acosh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_acosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addbmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addbmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addbmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addcdiv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addcdiv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addcdiv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addcmul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addcmul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addcmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addcmul_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addcmul_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addcmul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addcmul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addmm_decomposed_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addmm_decomposed_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addmv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_addmv_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_any_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_any_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_arange_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_arange_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_arange_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_arange_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_argmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_argmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_argmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_argmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_argmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_argsort_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_argwhere_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_argwhere_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_argwhere_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_partial_views_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_partial_views_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_partial_views_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_scatter_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_asin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_asin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_asinh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_asinh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_asinh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atan2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atan2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atan2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atan_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atanh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atanh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atanh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atanh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_1d_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_2d_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_2d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_3d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_3d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_3d_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_baddbmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bernoulli_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bernoulli_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bfloat16_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bfloat16_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bfloat16_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bfloat16_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bincount_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_left_shift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_not_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_right_shift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_block_diag_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bmm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bool_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bool_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_shapes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_to_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_byte_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_byte_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_byte_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_byte_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cartesian_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cartesian_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cartesian_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cartesian_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cauchy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cdouble_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cdouble_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cdouble_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cdouble_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ceil_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cfloat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cfloat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cfloat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cfloat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chalf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chalf_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chalf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chalf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_char_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_inverse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_inverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chunk_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chunk_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chunk_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_max_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_max_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_max_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_max_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_min_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_min_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_min_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_column_stack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_column_stack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_column_stack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_column_stack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_combinations_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_combinations_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_combinations_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_complex_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_complex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_physical_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_physical_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_physical_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_physical_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_constant_pad_nd_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_constant_pad_nd_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_contiguous_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_contiguous_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_copysign_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_copysign_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_copysign_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_copysign_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_count_nonzero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cov_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cov_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cov_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cross_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumsum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumsum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumulative_trapezoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumulative_trapezoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumulative_trapezoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_deg2rad_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_deg2rad_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_deg2rad_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_deg2rad_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_embed_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagflat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagflat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diff_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diff_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_digamma_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_digamma_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_floor_rounding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_floor_rounding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_floor_rounding_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_floor_rounding_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_no_rounding_mode_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_no_rounding_mode_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_no_rounding_mode_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_no_rounding_mode_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_trunc_rounding_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_trunc_rounding_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dstack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_einsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_einsum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_permuted_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_permuted_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_permuted_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_strided_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eq_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eq_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_equal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_equal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_equal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_equal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_equal_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfinv_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfinv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfinv_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_as_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_as_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expm1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exponential_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eye_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eye_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fftshift_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fftshift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_hfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_hfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_hfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_hfftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_hfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifftshift_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifftshift_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifftshift_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifftshift_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifftshift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfft2_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_rfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_rfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_rfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flip_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flip_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fliplr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fliplr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fliplr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fliplr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fliplr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flipud_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flipud_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_floor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_floor_divide_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_frac_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_frexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_like_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gather_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gather_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gather_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gather_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ge_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ge_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ge_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geometric_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geometric_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geometric_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geometric_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geqrf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geqrf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gradient_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gradient_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_grid_sampler_2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_grid_sampler_2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_grid_sampler_2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_grid_sampler_3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_grid_sampler_3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hash_tensor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_heaviside_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_heaviside_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_heaviside_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_heaviside_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_histc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hsplit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hsplit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hypot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_i0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_i0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_imag_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_imag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_add_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_add_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_add_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_add_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_fill_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_fill_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_put_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_put_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_put_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_mean_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_select_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_inner_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_inner_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_int_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isclose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isclose_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isfinite_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isfinite_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isfinite_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isfinite_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isfinite_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isinf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isnan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isnan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isnan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isnan_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isneginf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isneginf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isposinf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isreal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isreal_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isreal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isreal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_item_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_item_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_item_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_2inputs_2outputs_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_2inputs_2outputs_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_2inputs_2outputs_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_2inputs_2outputs_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_4inputs_with_extra_args_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_4inputs_with_extra_args_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_4inputs_with_extra_args_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_4inputs_with_extra_args_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_return_by_ref_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_unary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_unary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_unary_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_unary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kron_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kron_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kron_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kthvalue_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kthvalue_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kthvalue_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lcm_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lcm_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ldexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ldexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ldexp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_le_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lerp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lgamma_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lgamma_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lgamma_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cond_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cross_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cross_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_det_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_diagonal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_diagonal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_diagonal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_diagonal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_eigh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_eigh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_eigvalsh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_eigvalsh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_inv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_inv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_ldl_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_lstsq_grad_oriented_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_lu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_lu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_lu_factor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_lu_factor_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_lu_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_matrix_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_matrix_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_matrix_rank_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_multi_dot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_multi_dot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_norm_subgradients_at_zero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_norm_subgradients_at_zero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_pinv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_pinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_pinv_singular_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_qr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_qr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_qr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_slogdet_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_slogdet_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_solve_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_solve_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_solve_triangular_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_solve_triangular_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_solve_triangular_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_svd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_svd_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_svdvals_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_tensorsolve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_tensorsolve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vander_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vander_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vander_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vecdot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vecdot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vecdot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vector_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vector_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vector_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linspace_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linspace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linspace_tensor_overload_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linspace_tensor_overload_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linspace_tensor_overload_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log10_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log10_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_normal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_with_dtype_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_with_dtype_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logaddexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logaddexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logdet_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logdet_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_and_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_and_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_and_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_and_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_not_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_not_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_not_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_not_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_or_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_or_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_or_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_or_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_xor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_xor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logsumexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logsumexp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_long_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_long_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_unpack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_unpack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_unpack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mH_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mT_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mT_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumprod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumsum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_log_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_log_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logsumexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logsumexp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logsumexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_normalize_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_select_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_select_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_select_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_softmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_std_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_sum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_var_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_var_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_var_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_var_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matmul_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matmul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matrix_exp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matrix_exp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matrix_exp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matrix_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matrix_exp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_binary_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_binary_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_no_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_no_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_with_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_maximum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_maximum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_maximum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_median_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_median_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_list_of_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_list_of_tensors_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_list_of_tensors_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_binary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_no_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_no_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_no_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_with_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_minimum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_minimum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mode_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mode_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mode_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_movedim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_msort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_msort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_multinomial_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_multinomial_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nan_to_num_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nan_to_num_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmean_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmedian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmedian_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmedian_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmedian_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nansum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nansum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nansum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nansum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nansum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_native_batch_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_native_batch_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_native_dropout_backward_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_native_layer_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ne_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ne_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_full_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_zeros_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_zeros_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nextafter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_avg_pool3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_avg_pool3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_max_pool3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_avg_pool1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_avg_pool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_batch_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_batch_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_batch_norm_without_cudnn_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_batch_norm_without_cudnn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_bilinear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_binary_cross_entropy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_channel_shuffle_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv1d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv2d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv2d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv_transpose1d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv_transpose2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv_transpose2d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv_transpose2d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv_transpose3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv_transpose3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_cosine_embedding_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_cosine_embedding_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_cosine_embedding_loss_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_cosine_embedding_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_cross_entropy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_cross_entropy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_cross_entropy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_dropout2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_dropout2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_dropout3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_dropout_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_embedding_bag_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_embedding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_feature_alpha_dropout_with_train_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_gaussian_nll_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_gelu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_gelu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_glu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_group_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_hardshrink_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_hardshrink_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_hardswish_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_hardtanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_hardtanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_hardtanh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_hardtanh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_hinge_embedding_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_hinge_embedding_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_instance_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_area_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_bicubic_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_bicubic_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_bilinear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_nearest-exact_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_nearest-exact_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_nearest-exact_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_nearest-exact_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_nearest_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_nearest_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_trilinear_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_kl_div_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_layer_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_layer_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_leaky_relu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_leaky_relu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_local_response_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_margin_ranking_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_margin_ranking_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_margin_ranking_loss_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_max_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_max_pool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_max_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_max_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_max_unpool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_max_unpool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_max_unpool3d_grad_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_mish_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_mse_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_mse_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_multi_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_one_hot_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_circular_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_circular_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_circular_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_circular_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_circular_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_constant_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_constant_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_constant_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_constant_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_reflect_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_reflect_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_reflect_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_reflect_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_reflect_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_reflect_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_replicate_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_replicate_negative_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_replicate_negative_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_replicate_negative_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_replicate_negative_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pairwise_distance_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pairwise_distance_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pairwise_distance_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pairwise_distance_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pairwise_distance_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pixel_shuffle_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pixel_unshuffle_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pixel_unshuffle_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pixel_unshuffle_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_poisson_nll_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_poisson_nll_loss_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_poisson_nll_loss_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_poisson_nll_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_prelu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_relu6_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_relu6_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_relu6_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_relu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_relu_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_rms_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_rrelu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_scaled_dot_product_attention_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_selu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softmin_with_dtype_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softmin_with_dtype_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softshrink_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softsign_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softsign_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softsign_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_tanhshrink_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_tanhshrink_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_threshold_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_threshold_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_threshold_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_loss_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_loss_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_loss_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_upsample_nearest_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_static_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_static_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_static_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_static_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_static_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_static_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_norm_fro_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_norm_fro_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_normal_in_place_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_normal_number_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ones_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ones_like_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ones_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ones_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ones_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ones_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ones_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ormqr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_outer_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_outer_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_outer_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_outer_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pca_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pca_lowrank_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pinverse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pinverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_3_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_3_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_4_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_4_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_positive_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_positive_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pow_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pow_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pow_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_put_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_put_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_quantile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rand_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rand_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rand_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randint_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_real_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_real_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reciprocal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reciprocal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_remainder_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_remainder_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_renorm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_interleave_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_interleave_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_as_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_as_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize__cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize__cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize__cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize_as__cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize_as__cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize_as__cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize_as__cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_conj_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_neg_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_neg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_roll_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_roll_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rot90_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rot90_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_decimals_0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_decimals_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsqrt_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsqrt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsqrt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsqrt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsub_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsub_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scalar_tensor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scalar_tensor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scalar_tensor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_add_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_mean_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_sum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_sum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_searchsorted_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_searchsorted_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sgn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sgn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sgn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_short_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_short_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sigmoid_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sigmoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sigmoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sign_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sign_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_signal_windows_bartlett_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_signal_windows_cosine_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_signal_windows_general_cosine_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_signal_windows_nuttall_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_signbit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_signbit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sinc_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sinc_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sinc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sinc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sinc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sinc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sinc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sinh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sinh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_slice_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_slice_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_slice_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_slice_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_slice_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_slice_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_slice_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_softmax_with_dtype_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sort_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sort_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sort_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sort_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sparse_mm_reduce_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sparse_sampled_addmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_airy_ai_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_airy_ai_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_j0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_j0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_j1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_y0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_y1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_y1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_y1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_y1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_t_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_t_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_v_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_w_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_w_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_w_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_w_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_entr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_entr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_entr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_entr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_entr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_erfcx_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_hermite_polynomial_h_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_hermite_polynomial_he_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_hermite_polynomial_he_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_i0e_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_i0e_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_i0e_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_i1e_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_laguerre_polynomial_l_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_legendre_polynomial_p_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_legendre_polynomial_p_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_log_ndtr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_log_ndtr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_log_ndtr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_modified_bessel_i0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_modified_bessel_i0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_modified_bessel_i0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_modified_bessel_i0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_modified_bessel_i1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_modified_bessel_k0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_modified_bessel_k1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_ndtr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_ndtr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_ndtr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_scaled_modified_bessel_k0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_scaled_modified_bessel_k0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_scaled_modified_bessel_k0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_scaled_modified_bessel_k0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_scaled_modified_bessel_k1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_scaled_modified_bessel_k1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_scaled_modified_bessel_k1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_shifted_chebyshev_polynomial_t_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_shifted_chebyshev_polynomial_u_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_shifted_chebyshev_polynomial_v_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_shifted_chebyshev_polynomial_v_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_shifted_chebyshev_polynomial_w_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_shifted_chebyshev_polynomial_w_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_spherical_bessel_j0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_xlog1py_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_xlog1py_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_xlog1py_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_xlog1py_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_xlog1py_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_zeta_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_zeta_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_list_args_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_list_args_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_with_sizes_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_with_sizes_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_with_sizes_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_with_sizes_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_with_sizes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_with_sizes_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_with_sizes_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sqrt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sqrt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_square_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_square_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_square_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_square_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_multiple_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_multiple_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_multiple_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_stack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_stack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_stack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_stack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_stack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_mean_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_mean_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_stft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_stft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sub_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sub_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sub_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_to_size_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_to_size_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_to_size_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_to_size_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_to_size_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_to_size_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_svd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_svd_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_along_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensor_split_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensordot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensordot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tile_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tile_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tile_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tile_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_topk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch__scaled_mm_cuda_float8_e4m3fn, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_int8, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tril_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tril_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tril_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tril_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_true_divide_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_true_divide_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_true_divide_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trunc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trunc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trunc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unflatten_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unflatten_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unflatten_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_uniform_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_uniform_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_consecutive_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_consecutive_cuda_int64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_lerp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_lerp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_lerp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_lgamma_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_lgamma_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_log10_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_log10_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_log10_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_log1p_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_log1p_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_log2_cuda_complex64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_tan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_tan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_tan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_tan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_tan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_tanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_tanh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_tanh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_tanh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_trunc_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_trunc_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_trunc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_trunc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_zero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_zero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_zero_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_zero_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_zero_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__native_batch_norm_legit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__segment_reduce_lengths_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__segment_reduce_lengths_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__segment_reduce_offsets_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__softmax_backward_data_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__unsafe_masked_index_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__unsafe_masked_index_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__upsample_bilinear2d_aa_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__upsample_bilinear2d_aa_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_abs_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_abs_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_abs_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_abs_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_abs_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_acos_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_acos_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_acos_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_acos_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_acosh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_acosh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_acosh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_acosh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_acosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_add_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_add_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addbmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcdiv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcdiv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcmul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcmul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmm_decomposed_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmm_decomposed_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_all_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_all_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_all_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_aminmax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_aminmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_aminmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_angle_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_any_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_any_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_arange_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argsort_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argsort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argsort_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argsort_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argwhere_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argwhere_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argwhere_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argwhere_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_partial_views_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_partial_views_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_partial_views_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_asinh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_asinh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_asinh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atan2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atan2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atan_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atanh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atanh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_1d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_1d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_1d_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_2d_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_baddbmm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_baddbmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_baddbmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bernoulli_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bernoulli_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bfloat16_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bfloat16_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bincount_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_and_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_not_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_or_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_right_shift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_xor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_xor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_block_diag_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_block_diag_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bool_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bool_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bool_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_broadcast_tensors_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_broadcast_tensors_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_broadcast_to_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_broadcast_to_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_broadcast_to_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_broadcast_to_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_broadcast_to_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bucketize_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bucketize_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bucketize_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_byte_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_byte_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cartesian_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cartesian_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cartesian_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cartesian_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cat_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cdouble_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cdouble_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cdouble_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cdouble_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cdouble_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ceil_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ceil_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ceil_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cfloat_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cfloat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cfloat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_chalf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_chalf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_chalf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_char_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cholesky_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cholesky_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cholesky_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cholesky_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_chunk_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_chunk_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_chunk_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_chunk_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_chunk_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_chunk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_min_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_min_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_min_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clone_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_column_stack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_column_stack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_column_stack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_combinations_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_combinations_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_physical_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_physical_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_physical_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_constant_pad_nd_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_constant_pad_nd_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_contiguous_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_contiguous_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_contiguous_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_contiguous_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_contiguous_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_copysign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_copysign_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_copysign_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_corrcoef_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_corrcoef_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_corrcoef_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cos_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cos_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cos_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cos_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cos_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_count_nonzero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_count_nonzero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_count_nonzero_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_count_nonzero_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cov_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cov_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cov_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cov_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cov_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cross_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cross_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cross_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumprod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumprod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumprod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumsum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumulative_trapezoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumulative_trapezoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumulative_trapezoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumulative_trapezoid_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_deg2rad_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagflat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagflat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagflat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagflat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diff_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diff_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diff_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diff_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diff_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dist_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_floor_rounding_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_no_rounding_mode_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_no_rounding_mode_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_no_rounding_mode_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_no_rounding_mode_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_no_rounding_mode_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_trunc_rounding_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_double_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_double_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dstack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dstack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_einsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_permuted_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_permuted_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_permuted_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_permuted_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_permuted_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_strided_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_strided_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eq_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eq_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_equal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_equal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_equal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfinv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfinv_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfinv_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_as_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expm1_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expm1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expm1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expm1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exponential_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exponential_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eye_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eye_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft2_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftshift_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftshift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftshift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftshift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft2_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft2_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifftshift_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifftshift_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifftshift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ihfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ihfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ihfftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ihfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_rfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_rfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_rfft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_rfft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_rfftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_rfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_rfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fill_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flatten_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flatten_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flatten_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flip_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fliplr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fliplr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flipud_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flipud_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flipud_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_power_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_power_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_floor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_floor_divide_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_floor_divide_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_floor_divide_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_uint16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gather_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gather_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gather_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gcd_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gcd_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gcd_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ge_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ge_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geometric_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geometric_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geqrf_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geqrf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geqrf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gradient_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gradient_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gradient_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gradient_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_grid_sampler_2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_grid_sampler_3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_grid_sampler_3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_half_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_half_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_half_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hash_tensor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hash_tensor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hash_tensor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_heaviside_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_heaviside_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_histc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_histc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_histc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hsplit_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hsplit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hypot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_i0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_i0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_i0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_igammac_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_imag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_imag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_fill_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_fill_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_put_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_put_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_put_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_put_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_put_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_amax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_mean_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_mean_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_select_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_select_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_inner_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_int_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_int_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isclose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isclose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isclose_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isfinite_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isfinite_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isinf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isinf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isinf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isinf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isinf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isnan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isnan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isnan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isnan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isneginf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isposinf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isposinf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isposinf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isreal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isreal_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isreal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isreal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_istft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_item_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_item_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_item_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_2inputs_2outputs_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_2inputs_2outputs_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_4inputs_with_extra_args_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_4inputs_with_extra_args_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_4inputs_with_extra_args_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_return_by_ref_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_return_by_ref_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_return_by_ref_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_return_by_ref_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_unary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_kron_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_kron_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_kron_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_kron_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_kthvalue_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_kthvalue_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lcm_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ldexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ldexp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ldexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ldexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ldexp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ldexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_le_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_le_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_le_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lerp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lerp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lerp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lgamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lgamma_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lgamma_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lgamma_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lgamma_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_cholesky_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_cholesky_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_cond_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_cross_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_cross_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_cross_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_diagonal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_diagonal_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_diagonal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_diagonal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_diagonal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_diagonal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_diagonal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_eig_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_eigvalsh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_householder_product_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_inv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_inv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_inv_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_lstsq_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_lstsq_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_lstsq_grad_oriented_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_lu_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_power_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_rank_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_rank_hermitian_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_rank_hermitian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_rank_hermitian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_multi_dot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_norm_subgradients_at_zero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_norm_subgradients_at_zero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_pinv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_pinv_hermitian_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_pinv_singular_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_pinv_singular_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_qr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_slogdet_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_slogdet_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_solve_ex_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_solve_triangular_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_svd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_tensorinv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_tensorinv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_tensorinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_tensorinv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_tensorsolve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_tensorsolve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_vander_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_vecdot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_vecdot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_vector_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_vector_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_tensor_overload_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_tensor_overload_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_tensor_overload_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log10_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log1p_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log1p_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log1p_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log1p_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_normal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_with_dtype_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_with_dtype_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_with_dtype_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logaddexp2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logaddexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logcumsumexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logcumsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logdet_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_and_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_and_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_and_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_and_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_not_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_not_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_or_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_or_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_xor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_xor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_xor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_tensor_overload_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_tensor_overload_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_tensor_overload_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logsumexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logsumexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_long_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_long_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_long_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_long_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lu_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mH_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mH_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mH_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mH_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mT_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mT_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumprod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumprod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumprod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumprod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumsum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_cumsum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_fill_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_fill_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_fill_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_median_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_median_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_normalize_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_normalize_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_prod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_select_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_select_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_std_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_sum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_sum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_var_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_var_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_matmul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_matrix_exp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_matrix_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_max_binary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_max_pool2d_with_indices_backward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_max_pool2d_with_indices_backward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_max_reduction_no_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_max_reduction_no_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_maximum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_median_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_median_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_median_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_meshgrid_list_of_tensors_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_meshgrid_list_of_tensors_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_meshgrid_list_of_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_meshgrid_list_of_tensors_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_meshgrid_variadic_tensors_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_meshgrid_variadic_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_binary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_no_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_with_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_with_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_with_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_minimum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_minimum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mode_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_movedim_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_movedim_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_msort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_msort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mul_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mul_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_multinomial_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nan_to_num_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nan_to_num_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nan_to_num_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmedian_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmedian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmedian_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nansum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nansum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nansum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_native_batch_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_native_dropout_backward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_native_dropout_backward_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ne_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ne_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_neg_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_neg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_neg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_neg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_empty_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_empty_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_empty_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_empty_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_empty_strided_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_empty_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_empty_strided_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_empty_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_empty_strided_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_full_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_ones_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_ones_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_zeros_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_zeros_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_zeros_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_zeros_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_zeros_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nextafter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_adaptive_avg_pool1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_adaptive_avg_pool2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_adaptive_avg_pool3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_adaptive_avg_pool3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_adaptive_max_pool1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_adaptive_max_pool3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_adaptive_max_pool3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_alpha_dropout_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_alpha_dropout_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_avg_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_avg_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_batch_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_batch_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_batch_norm_without_cudnn_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_batch_norm_without_cudnn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_bilinear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_celu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_channel_shuffle_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_channel_shuffle_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_channel_shuffle_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_conv1d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_conv2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_conv3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_conv3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_conv_transpose1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_conv_transpose1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_conv_transpose2d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_conv_transpose2d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_conv_transpose2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_cosine_embedding_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_cosine_embedding_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_cosine_embedding_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_cosine_embedding_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_cross_entropy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_cross_entropy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_dropout2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_dropout3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_dropout3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_dropout_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_elu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_embedding_bag_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_feature_alpha_dropout_with_train_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_feature_alpha_dropout_without_train_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_feature_alpha_dropout_without_train_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_fractional_max_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_fractional_max_pool3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_gaussian_nll_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_glu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_glu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_grid_sample_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_hardsigmoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_hardtanh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_instance_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_interpolate_area_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_interpolate_bicubic_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_interpolate_bilinear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_interpolate_linear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_interpolate_nearest-exact_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_interpolate_nearest_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_interpolate_nearest_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_interpolate_trilinear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_interpolate_trilinear_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_kl_div_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_l1_loss_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_layer_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_leaky_relu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_leaky_relu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_linear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_local_response_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_logsigmoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_margin_ranking_loss_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_margin_ranking_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_max_pool1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_max_pool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_max_pool3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_max_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_max_unpool2d_grad_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_max_unpool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_max_unpool3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_max_unpool3d_grad_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_mse_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_multi_head_attention_forward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_multi_head_attention_forward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_multi_margin_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_nll_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_normalize_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_circular_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_circular_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_circular_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_constant_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_constant_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_constant_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_constant_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_constant_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_constant_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_reflect_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_reflect_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_replicate_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_replicate_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_replicate_negative_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pairwise_distance_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pixel_shuffle_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pixel_shuffle_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pixel_shuffle_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pixel_shuffle_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pixel_shuffle_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pixel_unshuffle_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pixel_unshuffle_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pixel_unshuffle_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_poisson_nll_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_poisson_nll_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_poisson_nll_loss_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_prelu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_prelu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_relu6_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_relu6_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_relu_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_rms_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_rms_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_rms_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_rms_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_rrelu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_scaled_dot_product_attention_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_silu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_silu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_silu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_smooth_l1_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_softmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_softmin_with_dtype_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_softmin_with_dtype_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_softmin_with_dtype_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_softplus_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_softshrink_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_softsign_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_softsign_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_softsign_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_tanhshrink_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_tanhshrink_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_tanhshrink_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_tanhshrink_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_threshold_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_threshold_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_triplet_margin_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_triplet_margin_loss_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_triplet_margin_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_upsample_bilinear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nonzero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nonzero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nonzero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nonzero_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nonzero_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nonzero_static_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nonzero_static_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nonzero_static_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nonzero_static_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nonzero_static_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_norm_fro_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_norm_inf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_normal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_normal_in_place_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_normal_number_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ormqr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ormqr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pca_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pinverse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polar_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_1_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_3_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_3_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_4_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_4_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_positive_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_positive_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_positive_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_positive_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_put_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_put_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_put_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_put_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_qr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rad2deg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rand_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rand_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randn_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ravel_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ravel_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ravel_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_real_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_real_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_real_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reciprocal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_remainder_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_remainder_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_remainder_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_remainder_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_renorm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_as_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize__cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize__cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize__cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize__cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize_as__cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize_as__cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_conj_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_conj_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_conj_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_neg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_neg_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_neg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_neg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_roll_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_roll_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rot90_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rot90_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rot90_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rot90_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_decimals_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_decimals_neg_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsqrt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsqrt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsub_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsub_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsub_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scalar_tensor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scalar_tensor_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scalar_tensor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scalar_tensor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_add_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_sum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_sum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_sum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_searchsorted_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_searchsorted_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_searchsorted_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_select_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_select_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_select_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sgn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sgn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sgn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_short_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_short_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_short_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sigmoid_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sigmoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sign_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sign_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signal_windows_cosine_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signal_windows_exponential_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signal_windows_hann_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signal_windows_kaiser_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signal_windows_nuttall_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signbit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signbit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sin_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sin_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sinc_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sinc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sinc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sinc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sinh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_slice_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_slice_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_slice_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_slice_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_softmax_with_dtype_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_softmax_with_dtype_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_softmax_with_dtype_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sparse_mm_reduce_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sparse_sampled_addmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_airy_ai_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_airy_ai_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_bessel_j0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_bessel_j1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_bessel_j1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_bessel_y0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_bessel_y1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_t_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_t_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_u_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_u_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_v_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_v_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_v_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_w_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_w_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_entr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_entr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_erfcx_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_hermite_polynomial_h_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_hermite_polynomial_h_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_hermite_polynomial_h_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_hermite_polynomial_he_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_hermite_polynomial_he_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_hermite_polynomial_he_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_hermite_polynomial_he_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_i0e_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_i0e_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_i0e_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_i0e_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_i0e_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_i1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_i1e_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_i1e_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_laguerre_polynomial_l_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_laguerre_polynomial_l_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_legendre_polynomial_p_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_legendre_polynomial_p_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_log_ndtr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_log_ndtr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_log_ndtr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_log_ndtr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_i0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_i0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_i1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_k0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_k0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_k0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_k1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_k1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_k1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_ndtr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_ndtri_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_scaled_modified_bessel_k0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_scaled_modified_bessel_k1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_scaled_modified_bessel_k1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_u_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_u_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_v_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_v_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_v_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_w_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_w_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_spherical_bessel_j0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_xlog1py_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_xlog1py_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_xlog1py_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_xlog1py_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_zeta_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_zeta_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_zeta_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_zeta_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_list_args_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_list_args_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_list_args_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_list_args_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_with_sizes_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_with_sizes_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_with_sizes_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_with_sizes_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_with_sizes_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_with_sizes_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_with_sizes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_with_sizes_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_with_sizes_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_square_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_square_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_multiple_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_multiple_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_multiple_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_multiple_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_multiple_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_mean_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_mean_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_mean_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_mean_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sub_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sub_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_to_size_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_to_size_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_to_size_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tanh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tanh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tanh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tanh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tanh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tensor_split_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tensor_split_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tensor_split_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tile_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tile_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tile_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_sparse_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_topk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_topk_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__efficient_attention_forward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__flash_attention_forward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapezoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapezoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapezoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapezoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapz_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapz_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tril_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tril_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tril_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tril_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triu_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triu_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triu_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triu_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_true_divide_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_true_divide_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_true_divide_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trunc_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unflatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unflatten_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unflatten_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unflatten_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unflatten_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unique_consecutive_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unique_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unique_cuda_uint16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unique_cuda_uint32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unique_cuda_uint64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unravel_index_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unravel_index_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsafe_chunk_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsafe_chunk_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsafe_split_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsafe_split_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsqueeze_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsqueeze_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsqueeze_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsqueeze_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsqueeze_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsqueeze_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_mean_unbiased_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_mean_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_var_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_vdot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_vdot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_as_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_view_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_vsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_vsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_vsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_vstack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_vstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_where_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_where_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_where_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_where_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_xlogy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_xlogy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_xlogy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_zero__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_zero__cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_zeros_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_zeros_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_zeros_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_zeros_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_H_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_H_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_T_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_T_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_T_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_T_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_T_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___getitem___cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___getitem___cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___radd___cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___radd___cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___radd___cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rand___cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rand___cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rand___cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rdiv___cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rdiv___cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rmatmul___cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rmatmul___cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rmod___cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rmul___cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rmul___cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rmul___cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___ror___cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rpow___cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rpow___cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rpow___cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rpow___cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace___rxor___cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__chunk_cat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_abs_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_abs_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_acos_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_acos_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_add_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_addcdiv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_addcdiv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_addcdiv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_addcdiv_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_addcmul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_addcmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_addcmul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_asin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_asin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_asin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_atan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_atan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_atan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_atan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_ceil_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_ceil_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_clamp_max_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_clamp_max_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_clamp_min_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_clamp_min_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_clamp_min_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_copy_cuda_int8, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_erf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_erfc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_exp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_exp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_exp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_exp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_expm1_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_expm1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_expm1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace__foreach_expm1_cuda_uint8, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_geqrf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_grid_sampler_3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_gt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_hsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_imag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_index_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_inner_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_isclose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_isneginf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_jiterator_4inputs_with_extra_args_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_lcm_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_diagonal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_eigvals_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_householder_product_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_ldl_factor_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_lu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_lu_factor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_matrix_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_multi_dot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_qr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linspace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linspace_tensor_overload_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_log10_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_log2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_logspace_tensor_overload_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_long_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_lt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_lu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_cumsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_median_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_softmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_matrix_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_max_reduction_no_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_max_reduction_with_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_median_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_min_reduction_no_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_minimum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_avg_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_celu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_channel_shuffle_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_conv2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_conv3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_conv_transpose1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_cosine_embedding_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_dropout3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_dropout_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_embedding_bag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_grid_sample_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_group_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_hinge_embedding_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_instance_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_interpolate_area_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_interpolate_linear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_interpolate_nearest-exact_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_interpolate_trilinear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_l1_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_layer_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_max_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_max_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_max_unpool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_max_unpool3d_grad_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_multi_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_prelu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_rrelu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_softshrink_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_softsign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_threshold_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_triplet_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_upsample_nearest_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_norm_fro_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_norm_inf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_normal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_normal_number_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_ormqr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_polygamma_polygamma_n_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_polygamma_polygamma_n_4_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_pow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_qr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_quantile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_rad2deg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_real_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_reshape_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_resize__cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_scatter_reduce_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_scatter_reduce_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_select_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_sign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_signal_windows_hamming_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_signal_windows_hann_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_signbit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_slice_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_softmax_with_dtype_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_sort_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_bessel_j0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_bessel_y1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_chebyshev_polynomial_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_hermite_polynomial_he_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_modified_bessel_i0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_ndtr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_ndtri_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_scaled_modified_bessel_k0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_xlog1py_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_split_with_sizes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_square_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_squeeze_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_std_mean_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_std_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_stft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_sub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_tanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_torch__scaled_mm_cuda_float8_e4m3fn, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_trapezoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_tril_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_unfold_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_unique_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_unsqueeze_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_var_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_var_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_vdot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_where_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_zero__cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_zeros_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_allclose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_allclose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_aminmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_aminmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_aminmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_aminmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_angle_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_angle_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_angle_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_angle_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_any_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_any_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_any_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_any_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_any_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_any_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_arange_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_arange_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_arange_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argsort_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argsort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argsort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argsort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argwhere_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argwhere_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argwhere_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argwhere_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_partial_views_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_partial_views_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_scatter_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asin_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asinh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asinh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asinh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atanh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_1d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_1d_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_2d_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_2d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_2d_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_3d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_3d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_3d_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bernoulli_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bfloat16_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bfloat16_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bfloat16_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bitwise_and_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bitwise_and_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bitwise_right_shift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bitwise_xor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_block_diag_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_tensors_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_tensors_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_to_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bucketize_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bucketize_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bucketize_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bucketize_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_byte_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_byte_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_byte_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_byte_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cartesian_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cartesian_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cartesian_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cauchy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cdist_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cdouble_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ceil_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ceil_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ceil_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cfloat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cfloat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chalf_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chalf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chalf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_char_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_char_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_char_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_char_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cholesky_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cholesky_inverse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cholesky_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chunk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chunk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_max_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_max_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_max_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_min_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_min_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clone_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clone_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clone_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clone_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_column_stack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_column_stack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_column_stack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_combinations_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_physical_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_physical_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_physical_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_physical_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_constant_pad_nd_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_constant_pad_nd_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_constant_pad_nd_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_constant_pad_nd_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_contiguous_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_contiguous_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_contiguous_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_corrcoef_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_corrcoef_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_corrcoef_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cos_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cos_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cosh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cosh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_count_nonzero_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_count_nonzero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_count_nonzero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_count_nonzero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_count_nonzero_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_count_nonzero_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cov_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cov_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cov_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cross_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cummax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cummax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cummax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cummin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cummin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cumprod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cumsum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cumsum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cumulative_trapezoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_deg2rad_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagflat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagflat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagflat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diff_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diff_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diff_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diff_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_digamma_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_digamma_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_digamma_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dist_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dist_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dist_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_floor_rounding_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_floor_rounding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_no_rounding_mode_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_no_rounding_mode_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_no_rounding_mode_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_no_rounding_mode_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_trunc_rounding_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_trunc_rounding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_trunc_rounding_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_trunc_rounding_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_trunc_rounding_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dstack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_einsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_einsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_einsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_permuted_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_permuted_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_permuted_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_strided_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_strided_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_eq_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_equal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_equal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_equal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_equal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_equal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erfc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erfc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erfinv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erfinv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erfinv_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_exp2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_exp2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_exp2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_exp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_as_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expm1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expm1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expm1_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expm1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_eye_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fftshift_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_hfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_hfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_hfft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_hfft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_hfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_hfftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_hfftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftshift_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftshift_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftshift_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftshift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftshift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftshift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_irfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_irfft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_irfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_irfft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_irfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_irfftn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_irfftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_rfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_rfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_rfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_rfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fill_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fill_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flatten_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flatten_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flatten_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flip_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flip_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flip_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flip_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flip_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fliplr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fliplr_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fliplr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flipud_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flipud_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flipud_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_power_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_power_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_power_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_power_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_power_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_divide_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_frac_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_frexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_frexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gather_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gather_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gcd_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gcd_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ge_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ge_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ge_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ge_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ge_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_geometric_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_geometric_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_geqrf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gradient_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gradient_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gradient_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_grid_sampler_2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_half_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_half_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hash_tensor_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hash_tensor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hash_tensor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hash_tensor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hash_tensor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_heaviside_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_heaviside_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_heaviside_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_heaviside_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_histc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_histc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hsplit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hypot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hypot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hypot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_i0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_igamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_add_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_fill_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_fill_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_fill_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_put_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_put_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_put_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_put_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_put_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_mean_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_select_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_select_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_inner_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_inner_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_inner_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_int_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_int_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_int_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_int_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_int_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isclose_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isclose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isclose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isclose_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isfinite_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isfinite_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isinf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isinf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isinf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isinf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isnan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isnan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isnan_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isneginf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isposinf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isposinf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isposinf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isposinf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isreal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isreal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isreal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isreal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_istft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_istft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_item_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_item_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_2inputs_2outputs_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_2inputs_2outputs_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_4inputs_with_extra_args_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_4inputs_with_extra_args_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_4inputs_with_extra_args_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_binary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_binary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_binary_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_binary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_binary_return_by_ref_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_binary_return_by_ref_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_binary_return_by_ref_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_unary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_unary_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_unary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_unary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_kron_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_kron_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_kron_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_kthvalue_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_kthvalue_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lcm_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lcm_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ldexp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ldexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ldexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ldexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_le_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_le_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_le_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lgamma_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lgamma_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_cholesky_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_cholesky_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_cross_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_cross_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_cross_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_cross_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_det_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_det_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_diagonal_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_diagonal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_eig_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_eig_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_eig_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_eigh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_eigvals_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_householder_product_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_householder_product_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_inv_ex_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_inv_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_ldl_factor_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lstsq_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lstsq_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lstsq_grad_oriented_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lstsq_grad_oriented_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lstsq_grad_oriented_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lstsq_grad_oriented_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lu_factor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lu_factor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lu_factor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_matrix_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_matrix_power_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_matrix_rank_hermitian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_multi_dot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_norm_subgradients_at_zero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_norm_subgradients_at_zero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_norm_subgradients_at_zero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_norm_subgradients_at_zero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_pinv_singular_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_qr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_qr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_qr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_qr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_solve_triangular_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_solve_triangular_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_svd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_svd_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_svdvals_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_tensorsolve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_vander_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_vecdot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_vector_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_vector_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linspace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linspace_tensor_overload_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linspace_tensor_overload_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linspace_tensor_overload_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log10_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log10_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log10_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log10_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log1p_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log1p_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log1p_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log1p_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_normal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_normal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_softmax_with_dtype_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_softmax_with_dtype_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_softmax_with_dtype_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logaddexp2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logaddexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logcumsumexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logcumsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logdet_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_and_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_and_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_not_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_not_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_not_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_not_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_or_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_or_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_or_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_or_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_xor_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_xor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_xor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logspace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logspace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logspace_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logspace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logspace_tensor_overload_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logspace_tensor_overload_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_long_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_long_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_long_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lu_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lu_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lu_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lu_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lu_unpack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mH_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mH_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mH_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mT_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mT_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mT_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_amax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_argmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_argmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_argmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_cumprod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_cumprod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_cumsum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_cumsum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_cumsum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_log_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_log_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_logsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_normalize_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_select_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_select_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_select_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_std_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_var_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_var_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_var_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_matmul_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_matmul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_matrix_exp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_matrix_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_binary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_binary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_reduction_no_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_reduction_no_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_reduction_no_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_reduction_with_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_reduction_with_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_maximum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_maximum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_maximum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_median_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_median_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_meshgrid_list_of_tensors_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_meshgrid_variadic_tensors_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_meshgrid_variadic_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_meshgrid_variadic_tensors_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_meshgrid_variadic_tensors_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_reduction_no_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_reduction_no_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_reduction_with_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_reduction_with_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_reduction_with_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_minimum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_minimum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_minimum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_minimum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mode_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_movedim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_msort_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_msort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_msort_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_multinomial_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nan_to_num_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nan_to_num_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nan_to_num_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nan_to_num_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nanmean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nanquantile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_native_batch_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_native_dropout_backward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ne_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_neg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_neg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_neg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_neg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_strided_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_strided_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_full_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_full_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_full_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_ones_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_ones_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_ones_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_ones_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_zeros_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_zeros_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nextafter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nextafter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nextafter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_avg_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_avg_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_avg_pool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_max_pool1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_max_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_alpha_dropout_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_avg_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_avg_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_avg_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_batch_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_batch_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_batch_norm_without_cudnn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_bilinear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_binary_cross_entropy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_channel_shuffle_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_channel_shuffle_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv3d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv_transpose1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv_transpose1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv_transpose2d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv_transpose3d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv_transpose3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv_transpose3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_cosine_embedding_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_cosine_similarity_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_cross_entropy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_dropout2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_dropout3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_dropout3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_dropout_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_elu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_elu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_embedding_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_gaussian_nll_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_gaussian_nll_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_gaussian_nll_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_gelu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_glu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_glu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_glu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_grid_sample_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_hardshrink_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_hardshrink_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_hardsigmoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_hardswish_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_hardswish_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_hardtanh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_hardtanh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_huber_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_instance_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_instance_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_interpolate_bicubic_cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pad_reflect_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pad_reflect_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pad_reflect_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pad_reflect_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pad_replicate_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pad_replicate_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pad_replicate_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pad_replicate_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pad_replicate_negative_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pairwise_distance_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pairwise_distance_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pixel_shuffle_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pixel_shuffle_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pixel_unshuffle_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pixel_unshuffle_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pixel_unshuffle_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_poisson_nll_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_poisson_nll_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_relu6_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_relu6_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_relu6_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_relu6_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_relu6_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_relu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_relu_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_rms_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_scaled_dot_product_attention_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_scaled_dot_product_attention_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_selu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_silu_complex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_silu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_soft_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_softmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_softmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_softmin_with_dtype_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_softplus_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_softplus_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_softsign_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_softsign_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_softsign_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_softsign_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_softsign_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_tanhshrink_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_tanhshrink_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_tanhshrink_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_threshold_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_threshold_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_threshold_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_triplet_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_triplet_margin_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_unfold_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_unfold_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_unfold_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_unfold_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_unfold_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_upsample_bilinear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_upsample_nearest_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_upsample_nearest_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_static_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_static_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_static_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_static_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_static_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_norm_fro_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_norm_inf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_norm_nuc_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_normal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_normal_in_place_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_normal_in_place_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_normal_in_place_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_normal_number_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ones_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ones_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ones_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ones_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ormqr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_outer_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_outer_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_outer_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pca_lowrank_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pinverse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_3_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_4_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_positive_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_positive_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_positive_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_positive_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pow_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pow_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_prod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_put_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_put_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_put_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_put_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_put_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_qr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_quantile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rad2deg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rand_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rand_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rand_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randint_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randint_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randn_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_real_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_real_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_real_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reciprocal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reciprocal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_remainder_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_remainder_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_remainder_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_renorm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_repeat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_repeat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_repeat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_repeat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_repeat_interleave_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reshape_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reshape_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reshape_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reshape_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reshape_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reshape_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reshape_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reshape_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resize__cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resize_as__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resize_as__cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resize_as__cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_neg_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_neg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_neg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_neg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_roll_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_roll_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_roll_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rot90_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rot90_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rot90_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rot90_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_round_decimals_0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_round_decimals_neg_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsqrt_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsub_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsub_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rsub_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scalar_tensor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scalar_tensor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scalar_tensor_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scalar_tensor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scalar_tensor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scalar_tensor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scalar_tensor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_add_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_add_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_amax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_amin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_mean_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_sum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_searchsorted_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_select_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_select_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_select_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_select_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_select_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_select_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sgn_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sgn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sgn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_short_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_short_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_short_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sigmoid_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sigmoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sigmoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sigmoid_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sigmoid_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sign_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sign_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_bartlett_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_blackman_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_blackman_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_cosine_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_exponential_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_gaussian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_general_cosine_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_general_cosine_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_general_hamming_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_kaiser_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signbit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signbit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sin_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sinc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sinc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sinc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sinc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sinh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sinh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_slice_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_slice_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_slice_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_slice_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_slice_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_softmax_with_dtype_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_softmax_with_dtype_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_softmax_with_dtype_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_softmax_with_dtype_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sort_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sort_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sort_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sparse_sampled_addmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_airy_ai_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_airy_ai_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_airy_ai_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_bessel_j1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_bessel_j1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_bessel_j1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_bessel_j1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_bessel_y0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_bessel_y0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_t_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_u_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_u_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_v_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_v_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_v_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_v_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_w_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_entr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_entr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_erfcx_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_erfcx_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_i1_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_i1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_i1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_i1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_i1e_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_i1e_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_laguerre_polynomial_l_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_laguerre_polynomial_l_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_legendre_polynomial_p_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_legendre_polynomial_p_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_log_ndtr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_log_ndtr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_log_ndtr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_modified_bessel_i0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_modified_bessel_i1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_modified_bessel_i1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_modified_bessel_i1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_modified_bessel_k0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_modified_bessel_k1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_modified_bessel_k1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_ndtr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_ndtr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_ndtri_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_ndtri_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_scaled_modified_bessel_k0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_scaled_modified_bessel_k1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_shifted_chebyshev_polynomial_u_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_shifted_chebyshev_polynomial_u_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_shifted_chebyshev_polynomial_u_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_shifted_chebyshev_polynomial_v_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_shifted_chebyshev_polynomial_v_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_shifted_chebyshev_polynomial_w_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_shifted_chebyshev_polynomial_w_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_xlog1py_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_xlog1py_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_xlog1py_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_xlog1py_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_zeta_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_zeta_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_zeta_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_list_args_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_list_args_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_list_args_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_with_sizes_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_with_sizes_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_with_sizes_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_with_sizes_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_with_sizes_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_with_sizes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sqrt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_square_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_square_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_square_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_multiple_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_multiple_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_stack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_stack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_stack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_stack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_std_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_std_mean_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_std_mean_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_stft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_stft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sub_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sub_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sub_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sum_to_size_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_svd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_svd_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_svd_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_svd_lowrank_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_t_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_t_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_t_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_t_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_t_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_take_along_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_take_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_take_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_take_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_take_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tan_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tanh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tanh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tanh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tanh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tensor_split_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tensor_split_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tensor_split_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tensor_split_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tensor_split_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tile_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tile_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tile_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_sparse_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_sparse_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_sparse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_sparse_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_sparse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_topk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_topk_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_topk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch__scaled_mm_cuda_float8_e4m3fn, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch_ops_aten__efficient_attention_forward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trace_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trace_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trapezoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trapz_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trapz_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tril_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tril_indices_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tril_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_triu_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_triu_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_true_divide_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_true_divide_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trunc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unbind_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unbind_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unbind_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unbind_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unflatten_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unflatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unflatten_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unflatten_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_uniform_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_uniform_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_consecutive_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_consecutive_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_cuda_uint16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unique_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unravel_index_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unravel_index_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_chunk_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_chunk_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_split_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_split_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_split_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_split_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsafe_split_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_mean_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_mean_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_var_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vdot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vdot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_as_real_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vsplit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_vstack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_where_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_where_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_where_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_xlogy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_xlogy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_xlogy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_zero__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_zero__cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_zero__cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_zeros_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_zeros_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_zeros_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_zeros_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_zeros_like_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_zeros_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_zeros_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_H_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_T_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_T_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_T_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_T_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_T_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace___getitem___cuda_complex128, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_put_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_rad2deg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_rand_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_randint_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_real_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_remainder_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_renorm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_repeat_interleave_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_resolve_neg_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_to_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_triu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_true_divide_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_unbind_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_unsafe_chunk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_unsafe_split_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_unsqueeze_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_var_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_var_mean_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_view_as_real_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_view_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_vstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_allclose_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_aminmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_aminmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_aminmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_angle_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_angle_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_angle_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_angle_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_angle_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_angle_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_angle_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_any_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_any_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_any_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_any_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_arange_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_arange_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argmin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argsort_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argsort_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argsort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argsort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argsort_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argwhere_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argwhere_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argwhere_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argwhere_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_partial_views_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_partial_views_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_partial_views_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_partial_views_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_asin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_asin_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_asin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_asinh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_asinh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_asinh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atanh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atanh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atanh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atanh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_1d_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_1d_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_1d_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_2d_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_2d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_3d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_3d_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_3d_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bfloat16_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bfloat16_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_and_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_left_shift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_left_shift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_left_shift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_left_shift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_not_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_not_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_not_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_not_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_right_shift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_right_shift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_right_shift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_block_diag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_to_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_to_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_to_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bucketize_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bucketize_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bucketize_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bucketize_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cartesian_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cat_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cauchy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cdist_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cdouble_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cdouble_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cdouble_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cdouble_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cdouble_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ceil_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ceil_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cfloat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_chalf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_chalf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_char_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cholesky_inverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cholesky_inverse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cholesky_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_chunk_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_chunk_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_chunk_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_chunk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clamp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clamp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clamp_max_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clamp_min_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clamp_min_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clamp_min_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clamp_min_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clamp_min_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clamp_min_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clone_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clone_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clone_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clone_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_column_stack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_column_stack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_column_stack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_combinations_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_combinations_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_complex_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_physical_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_physical_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_constant_pad_nd_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_constant_pad_nd_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_contiguous_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_contiguous_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_contiguous_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_copysign_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_copysign_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_copysign_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_corrcoef_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_corrcoef_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_corrcoef_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cos_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cosh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cosh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cosh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_count_nonzero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_count_nonzero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_count_nonzero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_count_nonzero_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_count_nonzero_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cov_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cov_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cov_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cov_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cross_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cross_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cummax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cummax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cummin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cumsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cumsum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cumsum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cumulative_trapezoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cumulative_trapezoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_deg2rad_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_deg2rad_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diag_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diag_embed_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diag_embed_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diag_embed_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diag_embed_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diag_embed_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagflat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagflat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagflat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagflat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagflat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagflat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diff_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diff_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diff_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diff_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diff_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_digamma_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_digamma_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_digamma_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dist_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dist_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dist_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_floor_rounding_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_floor_rounding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_floor_rounding_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_no_rounding_mode_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_no_rounding_mode_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_no_rounding_mode_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_trunc_rounding_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_double_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_double_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dsplit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_einsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_permuted_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_permuted_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_permuted_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_permuted_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_strided_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_strided_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_strided_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_eq_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_eq_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_eq_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_equal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_equal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_equal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_equal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_erf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_erf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_erf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_erfc_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_erfinv_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_erfinv_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_erfinv_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_exp2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_exp2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_exp2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_as_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_exponential_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_eye_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_eye_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_eye_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fftn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifftn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifftshift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ihfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ihfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ihfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ihfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ihfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_rfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_rfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_rfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_rfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fill_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flatten_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flatten_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flatten_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flatten_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flip_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flip_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fliplr_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fliplr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fliplr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fliplr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flipud_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flipud_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flipud_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_float_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_float_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_float_power_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_float_power_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_float_power_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_floor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_floor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_floor_divide_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_floor_divide_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fmod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fmod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_frexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_like_cuda_uint16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gather_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gather_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gather_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gather_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gcd_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gcd_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ge_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ge_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ge_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_geometric_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_geqrf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gradient_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gradient_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_grid_sampler_3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_half_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_half_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_half_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hash_tensor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_heaviside_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_heaviside_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_histc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hstack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hypot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_i0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_i0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_i0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_igammac_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_imag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_imag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_add_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_fill_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_fill_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_fill_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_put_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_put_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_put_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_put_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_amin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_select_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_select_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_select_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_select_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_inner_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isclose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isclose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isclose_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isclose_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isfinite_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isfinite_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isfinite_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isinf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isinf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isinf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isinf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isnan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isnan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isnan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isnan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isneginf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isneginf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isneginf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isposinf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isposinf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isreal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isreal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_istft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_item_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_item_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_item_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_2inputs_2outputs_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_2inputs_2outputs_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_2inputs_2outputs_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_2inputs_2outputs_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_4inputs_with_extra_args_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_4inputs_with_extra_args_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_4inputs_with_extra_args_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_4inputs_with_extra_args_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_4inputs_with_extra_args_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_4inputs_with_extra_args_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_4inputs_with_extra_args_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_binary_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_binary_return_by_ref_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_binary_return_by_ref_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_binary_return_by_ref_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_unary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_unary_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_unary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_unary_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_unary_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_unary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_kron_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_kron_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_kron_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_kron_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_kthvalue_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_kthvalue_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_kthvalue_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lcm_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lcm_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lcm_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ldexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ldexp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ldexp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_le_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_le_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lgamma_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_cross_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_det_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_diagonal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_diagonal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_diagonal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_diagonal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_diagonal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_eigvals_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_inv_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_inv_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_ldl_factor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_ldl_factor_ex_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_ldl_factor_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_ldl_factor_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lstsq_grad_oriented_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lstsq_grad_oriented_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lstsq_grad_oriented_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lu_factor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lu_factor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lu_factor_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lu_factor_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lu_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_matrix_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_matrix_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_matrix_rank_hermitian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_multi_dot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_norm_subgradients_at_zero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_pinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_pinv_hermitian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_pinv_singular_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_pinv_singular_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_qr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_qr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_slogdet_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_solve_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_solve_triangular_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_svdvals_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_svdvals_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_svdvals_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_tensorinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_tensorsolve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_vander_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_vander_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_vecdot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_vecdot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_vector_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linspace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linspace_tensor_overload_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linspace_tensor_overload_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linspace_tensor_overload_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log10_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log1p_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_normal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_normal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_softmax_with_dtype_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_softmax_with_dtype_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_softmax_with_dtype_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logaddexp2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logcumsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logcumsumexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logcumsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logcumsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logdet_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_and_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_and_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_and_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_not_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_not_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_not_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_not_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_not_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_not_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_or_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_or_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_or_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_or_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_xor_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_xor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_xor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logspace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logspace_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logspace_tensor_overload_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logspace_tensor_overload_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logspace_tensor_overload_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logspace_tensor_overload_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logspace_tensor_overload_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logsumexp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logsumexp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logsumexp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_long_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_long_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_long_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_long_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lu_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lu_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lu_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mH_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mH_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mH_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mH_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mH_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mT_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mT_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mT_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mT_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mT_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mT_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_argmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_argmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_argmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_argmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_argmin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_cumprod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_cumprod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_cumprod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_cumprod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_cumprod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_cumsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_cumsum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_cumsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_cumsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_fill_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_fill_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_log_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_logaddexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_logsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_logsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_logsumexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_median_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_normalize_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_normalize_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_normalize_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_select_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_std_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_std_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_std_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_sum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_sum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_sum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_var_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_var_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_var_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_var_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_matmul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_matrix_exp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_binary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_binary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_binary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_pool2d_with_indices_backward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_reduction_no_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_reduction_no_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_reduction_with_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_reduction_with_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_reduction_with_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_maximum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_maximum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_maximum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_median_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_median_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_meshgrid_list_of_tensors_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_meshgrid_variadic_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_min_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_min_reduction_no_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_min_reduction_no_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_min_reduction_no_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_min_reduction_with_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_min_reduction_with_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_min_reduction_with_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_minimum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_minimum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mode_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_movedim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_movedim_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_movedim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_movedim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_movedim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_msort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mul_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mul_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nan_to_num_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nanmedian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nanmedian_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nanquantile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nansum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nansum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nansum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nansum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_narrow_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_narrow_copy_cuda_complex128, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_neg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_empty_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_empty_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_empty_strided_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_empty_strided_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_empty_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_full_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_full_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_full_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_full_cuda_int8, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_tanhshrink_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_tanhshrink_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_tanhshrink_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_threshold_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_threshold_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_triplet_margin_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_triplet_margin_loss_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_triplet_margin_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_triplet_margin_loss_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_unfold_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_unfold_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_unfold_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_upsample_nearest_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_upsample_nearest_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nonzero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nonzero_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nonzero_static_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_norm_fro_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_norm_nuc_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_normal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_normal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_normal_number_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_normal_number_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ones_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ones_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ones_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ones_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ones_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ones_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ones_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ones_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ormqr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_outer_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_outer_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_outer_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pca_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pinverse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pinverse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_3_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_4_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_4_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_4_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_positive_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_positive_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_positive_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_positive_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pow_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pow_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pow_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pow_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_prod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_put_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_put_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_put_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_put_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_qr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rad2deg_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rad2deg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rand_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rand_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randint_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randint_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randint_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randint_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randint_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randn_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randn_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randn_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randn_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ravel_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ravel_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ravel_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_real_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_real_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_real_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_real_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reciprocal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reciprocal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reciprocal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_remainder_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_remainder_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_renorm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_renorm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_interleave_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_interleave_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_interleave_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_interleave_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_interleave_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_interleave_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_as_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_as_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_as_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resize__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resize__cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resize__cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resize_as__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resolve_conj_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resolve_conj_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resolve_conj_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resolve_neg_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resolve_neg_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resolve_neg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resolve_neg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_roll_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_roll_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_roll_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_roll_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rot90_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rot90_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_round_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_round_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_round_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_round_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_round_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_round_decimals_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_round_decimals_neg_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rsqrt_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rsqrt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rsub_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scalar_tensor_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scalar_tensor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scalar_tensor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scalar_tensor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scalar_tensor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scalar_tensor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_searchsorted_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_searchsorted_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_searchsorted_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_searchsorted_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_searchsorted_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_select_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_short_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_short_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_short_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_short_cuda_uint8, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_signal_windows_general_hamming_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_signal_windows_hamming_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_signal_windows_hann_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_signal_windows_kaiser_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_signbit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_signbit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sin_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sin_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sin_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_square_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_squeeze_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_squeeze_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_squeeze_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_squeeze_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_squeeze_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_squeeze_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_squeeze_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_squeeze_multiple_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_squeeze_multiple_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sub_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sum_to_size_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sum_to_size_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sum_to_size_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sum_to_size_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sum_to_size_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_svd_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_t_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_t_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_t_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_t_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_t_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_t_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_t_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_take_along_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_take_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_take_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tan_cuda_int16, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tile_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tile_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tile_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tile_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_to_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_to_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_to_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_to_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_to_sparse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_to_sparse_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_to_sparse_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_topk_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_topk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_topk_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_topk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_torch__scaled_mm_cuda_float8_e4m3fn, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_torch_ops_aten__efficient_attention_forward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trace_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trace_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapezoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapezoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapezoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapezoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapezoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapz_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapz_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapz_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapz_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapz_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tril_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tril_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tril_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_triu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_triu_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_triu_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_true_divide_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_true_divide_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trunc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unbind_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unbind_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unbind_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unflatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_uniform_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_consecutive_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unravel_index_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_chunk_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_chunk_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_chunk_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_chunk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_split_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_split_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_split_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsqueeze_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsqueeze_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsqueeze_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsqueeze_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsqueeze_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_var_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_var_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_var_mean_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_var_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_var_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vdot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vdot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_as_complex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_where_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_where_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_where_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_where_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_xlogy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_xlogy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_xlogy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zero__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zero__cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zero__cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_embedding_bag_dense_backward_mode_1_cuda, test/test_meta.py::TestMetaCUDA::test_embedding_bag_dense_backward_per_sample_weights_cuda, test/test_meta.py::TestMetaCUDA::test_fill_stride_cuda, test/test_meta.py::TestMetaCUDA::test_group_norm_backward_output_mask4_cuda, test/test_meta.py::TestMetaCUDA::test_index_select_out_cuda, test/test_meta.py::TestMetaCUDA::test_inplace_masked_fill_error_cuda, test/test_meta.py::TestMetaCUDA::test_layer_norm_backward_output_mask1_cuda, test/test_meta.py::TestMetaCUDA::test_layer_norm_backward_output_mask4_cuda, test/test_meta.py::TestMetaCUDA::test_layer_norm_backward_output_mask5_cuda, test/test_meta.py::TestMetaCUDA::test_layer_norm_backward_output_mask6_cuda, test/test_meta.py::TestMetaCUDA::test_local_scalar_dense_call_cuda, test/test_meta.py::TestMetaCUDA::test_meta_inplace_H_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_H_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_T_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_T_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace___getitem___cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace___getitem___cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace___radd___cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace___radd___cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___radd___cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace___radd___cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rand___cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rand___cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rdiv___cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rdiv___cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rmod___cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rmod___cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rmul___cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rmul___cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rmul___cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rmul___cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rmul___cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rmul___cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___ror___cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rpow___cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rpow___cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rpow___cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rpow___cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rsub___cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rsub___cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rsub___cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rxor___cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rxor___cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__batch_norm_with_update_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__batch_norm_with_update_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__chunk_cat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__chunk_cat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_abs_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_add_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_add_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_add_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_addcdiv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_addcdiv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_addcdiv_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_addcmul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_addcmul_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_asin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_asin_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_asin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_asin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_atan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_atan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_atan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_atan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_ceil_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_ceil_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_ceil_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_ceil_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_clamp_max_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_clamp_max_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_clamp_max_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_clamp_min_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_clamp_min_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_cos_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_cos_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_cos_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_cos_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_cos_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_cos_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_cosh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_cosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_div_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_div_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_div_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_div_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_erf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_erf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_erf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_erf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_erf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_erfc_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_erfc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_erfc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_erfc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_exp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_exp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_exp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_expm1_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_floor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_floor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_floor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_floor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_frac_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_lerp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_lgamma_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_lgamma_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_lgamma_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_lgamma_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log10_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log10_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log10_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log1p_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log1p_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log1p_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log1p_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log1p_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_max_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_max_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_max_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_max_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_max_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_max_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_maximum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_minimum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_minimum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_minimum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_minimum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_mul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_mul_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_mul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_neg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_neg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_norm_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_norm_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_pow_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_pow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_reciprocal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_round_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_rsqrt_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_rsqrt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sigmoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sigmoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sin_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sinh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sqrt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sqrt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sub_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sub_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sub_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sub_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_tan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_tan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_tan_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_tanh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_tanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_tanh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_tanh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_trunc_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_trunc_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_trunc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_trunc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_zero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_zero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_zero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_zero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_zero_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__native_batch_norm_legit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__segment_reduce_offsets_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__softmax_backward_data_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_put_accumulate_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_put_accumulate_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_abs_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_abs_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_abs_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acosh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acosh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acosh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_add_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcdiv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcmul_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmm_decomposed_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmm_decomposed_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_all_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_allclose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_allclose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_allclose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_aminmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_aminmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_angle_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_any_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_any_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_any_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_arange_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_arange_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argsort_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argwhere_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argwhere_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_partial_views_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_partial_views_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asinh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atanh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atanh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_1d_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_1d_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_1d_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_2d_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_2d_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_3d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_baddbmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bernoulli_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bernoulli_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bernoulli_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bfloat16_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bfloat16_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bincount_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bincount_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_and_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_not_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_or_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_right_shift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_xor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bool_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bool_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_tensors_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_to_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_to_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bucketize_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bucketize_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_byte_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_byte_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cartesian_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cartesian_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cartesian_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cartesian_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cat_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cauchy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cauchy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cauchy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdouble_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdouble_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdouble_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdouble_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ceil_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ceil_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cfloat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_char_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_char_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_char_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cholesky_inverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cholesky_inverse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cholesky_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cholesky_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chunk_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_max_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_max_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_min_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_min_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_min_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clone_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clone_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clone_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clone_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_column_stack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_column_stack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_column_stack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_combinations_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_combinations_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_physical_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_physical_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_physical_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_physical_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_constant_pad_nd_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_constant_pad_nd_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_contiguous_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_contiguous_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_contiguous_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_contiguous_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_copysign_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_copysign_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_corrcoef_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_corrcoef_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_corrcoef_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cosh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cosh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_count_nonzero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_count_nonzero_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cov_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cov_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cov_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cov_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumprod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumprod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumprod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumprod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumprod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumprod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumulative_trapezoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_deg2rad_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_deg2rad_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_embed_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_embed_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_embed_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_embed_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagflat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_digamma_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_floor_rounding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_floor_rounding_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_no_rounding_mode_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_no_rounding_mode_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_trunc_rounding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_trunc_rounding_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_trunc_rounding_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_double_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_permuted_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_permuted_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eq_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eq_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eq_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_equal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfc_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfc_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfinv_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfinv_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_as_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_as_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expm1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expm1_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expm1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expm1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exponential_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eye_cuda_float8_e5m2, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eye_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eye_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftshift_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftshift_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftshift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftshift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftshift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftshift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftshift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfftn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fill_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fill_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flatten_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flatten_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flatten_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flip_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flip_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flip_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flip_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flip_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fliplr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fliplr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fliplr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fliplr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_power_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_power_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_power_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_power_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_divide_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_divide_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_divide_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_frac_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_frexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gather_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gather_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gather_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ge_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_geometric_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_geometric_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_geometric_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_geqrf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gradient_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gradient_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gradient_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_grid_sampler_3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_grid_sampler_3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_half_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_half_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hash_tensor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hash_tensor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hash_tensor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_heaviside_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_histc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_histc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hsplit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_i0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_i0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_igammac_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_igammac_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_add_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_fill_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_fill_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_put_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_put_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_put_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_put_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_put_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_put_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_amax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_mean_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_mean_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_select_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_select_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_int_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_int_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isclose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isclose_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isfinite_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isfinite_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isinf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isinf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isinf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isinf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isinf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isnan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isnan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isnan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isnan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isneginf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isneginf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isposinf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isposinf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isreal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_istft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_item_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_item_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_item_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_item_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_2inputs_2outputs_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_2inputs_2outputs_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_2inputs_2outputs_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_2inputs_2outputs_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_4inputs_with_extra_args_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_4inputs_with_extra_args_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_binary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_binary_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_binary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_binary_return_by_ref_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_binary_return_by_ref_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_binary_return_by_ref_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_unary_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_unary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_unary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_unary_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_kron_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_kron_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_kron_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_kthvalue_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ldexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ldexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_le_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_le_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_le_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lerp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lgamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lgamma_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lgamma_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_cholesky_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_cond_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_cross_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_cross_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_cross_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_cross_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_det_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_diagonal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_diagonal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_diagonal_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_diagonal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_diagonal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_eigh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_eigvalsh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_householder_product_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_householder_product_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_inv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_inv_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_inv_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_ldl_factor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_ldl_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_lstsq_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_lstsq_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_lstsq_grad_oriented_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_lu_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_lu_factor_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_matrix_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_matrix_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_matrix_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_matrix_power_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_matrix_power_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_matrix_rank_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_matrix_rank_hermitian_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_multi_dot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_multi_dot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_multi_dot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_norm_subgradients_at_zero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_pinv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_pinv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_pinv_hermitian_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_pinv_singular_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_pinv_singular_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_pinv_singular_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_qr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_solve_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_svd_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_svdvals_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_svdvals_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_tensorinv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_tensorsolve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_tensorsolve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vander_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vecdot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_tensor_overload_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log10_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log10_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log1p_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log1p_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log1p_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log1p_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_softmax_with_dtype_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logaddexp2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logaddexp2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logaddexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logdet_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logdet_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_and_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_and_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_and_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_and_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_and_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_not_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_or_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_or_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_or_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_xor_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_xor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_tensor_overload_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_tensor_overload_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_tensor_overload_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_tensor_overload_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logsumexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_long_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_long_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_long_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lu_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lu_unpack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mH_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mT_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mT_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mT_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumprod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumprod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumsum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumsum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumsum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumsum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_fill_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_fill_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_log_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logsumexp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logsumexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logsumexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logsumexp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_median_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_median_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_normalize_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_select_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_softmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_sum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_var_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_var_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_matrix_exp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_matrix_exp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_pool2d_with_indices_backward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_pool2d_with_indices_backward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_no_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_no_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_no_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_with_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_with_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_with_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_with_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_maximum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_maximum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_maximum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_median_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_median_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_median_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_median_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_median_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_list_of_tensors_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_list_of_tensors_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_variadic_tensors_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_binary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_no_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_with_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mode_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mode_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mode_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_movedim_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_movedim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_movedim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_msort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_msort_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mul_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nan_to_num_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nan_to_num_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nan_to_num_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmean_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nanmean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nansum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nansum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nansum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_native_batch_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_native_batch_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_native_dropout_backward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_neg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_neg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_neg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_full_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_full_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_full_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_full_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_ones_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_ones_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_ones_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_ones_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_ones_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_zeros_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_zeros_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_zeros_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nextafter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nextafter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_avg_pool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_avg_pool1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_avg_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_max_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_max_pool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_max_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_alpha_dropout_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_avg_pool1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_batch_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_batch_norm_without_cudnn_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_batch_norm_without_cudnn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_bilinear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_binary_cross_entropy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_celu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_channel_shuffle_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv1d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv_transpose1d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv_transpose1d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv_transpose1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv_transpose2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv_transpose3d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv_transpose3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_cosine_similarity_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_cross_entropy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_cross_entropy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_ctc_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_dropout3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_dropout_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_dropout_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_embedding_bag_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_embedding_bag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_embedding_bag_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_embedding_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_feature_alpha_dropout_with_train_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_fractional_max_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_fractional_max_pool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_fractional_max_pool3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_fractional_max_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_gaussian_nll_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_gaussian_nll_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_gaussian_nll_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_glu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_group_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_group_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_hardshrink_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_hardsigmoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_hardswish_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_hardtanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_hardtanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_hardtanh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_hardtanh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_hinge_embedding_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_hinge_embedding_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_huber_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_bicubic_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_bicubic_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_bilinear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_bilinear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_nearest-exact_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_nearest_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_nearest_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_nearest_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_trilinear_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_trilinear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_kl_div_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_kl_div_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_l1_loss_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_l1_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_layer_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_layer_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_local_response_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_logsigmoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_margin_ranking_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_margin_ranking_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_margin_ranking_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_pool1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_unpool1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_unpool1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_unpool1d_grad_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_unpool1d_grad_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_unpool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_mse_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_mse_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_multi_head_attention_forward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_multi_margin_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_multi_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_nll_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_normalize_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_circular_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_circular_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_constant_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_reflect_cuda_complex64, 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test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pixel_unshuffle_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pixel_unshuffle_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pixel_unshuffle_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pixel_unshuffle_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_poisson_nll_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_poisson_nll_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_poisson_nll_loss_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_poisson_nll_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_poisson_nll_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_prelu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_relu6_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_relu6_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_relu6_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_relu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_relu_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_rms_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_rms_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_rms_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_rms_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_rrelu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_selu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_silu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_soft_margin_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_soft_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softmin_with_dtype_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softmin_with_dtype_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softmin_with_dtype_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softplus_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softplus_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softshrink_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softsign_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softsign_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_tanhshrink_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_tanhshrink_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_tanhshrink_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_tanhshrink_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_tanhshrink_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_threshold_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_threshold_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_unfold_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_upsample_bilinear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_upsample_bilinear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_upsample_nearest_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_static_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_static_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_static_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_fro_cuda_complex128, 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test/test_meta.py::TestMetaCUDA::test_meta_inplace_outer_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_outer_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_outer_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pca_lowrank_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pinverse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_3_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_4_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_positive_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_positive_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pow_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pow_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_prod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_prod_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_put_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_put_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_put_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_quantile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_quantile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rad2deg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rad2deg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rad2deg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rand_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rand_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_like_cuda_complex64, 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test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_as_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_as_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize__cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize_as__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize_as__cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_conj_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_conj_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_neg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_neg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_roll_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_roll_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rot90_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_decimals_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_decimals_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsqrt_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsqrt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsqrt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsqrt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsub_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_add_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_mean_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_mean_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_sum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_searchsorted_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_searchsorted_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sgn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sgn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sgn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sgn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_short_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_short_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_short_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_short_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_short_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sigmoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sigmoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sigmoid_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sigmoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sign_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_blackman_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_cosine_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_exponential_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_general_cosine_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_general_hamming_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signbit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signbit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signbit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sinc_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sinc_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sinc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sinh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sinh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sinh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_softmax_with_dtype_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_softmax_with_dtype_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_softmax_with_dtype_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sparse_mm_reduce_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sparse_sampled_addmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sparse_sampled_addmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_airy_ai_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_j0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_j0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_j1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_y0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_y0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_y0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_y0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_y1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_y1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_t_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_u_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_v_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_w_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_w_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_entr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_erfcx_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_erfcx_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_erfcx_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_erfcx_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_hermite_polynomial_h_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_hermite_polynomial_h_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_hermite_polynomial_he_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_hermite_polynomial_he_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_i0e_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_i1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_i1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_laguerre_polynomial_l_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_laguerre_polynomial_l_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_laguerre_polynomial_l_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_laguerre_polynomial_l_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_legendre_polynomial_p_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_log_ndtr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_log_ndtr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_log_ndtr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_log_ndtr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_i0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_i0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_i0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_k0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_k1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_k1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_ndtr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_ndtr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_scaled_modified_bessel_k1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_scaled_modified_bessel_k1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_shifted_chebyshev_polynomial_t_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_shifted_chebyshev_polynomial_t_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_shifted_chebyshev_polynomial_u_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_shifted_chebyshev_polynomial_u_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_shifted_chebyshev_polynomial_v_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_shifted_chebyshev_polynomial_w_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_shifted_chebyshev_polynomial_w_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_spherical_bessel_j0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_xlog1py_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_xlog1py_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_xlog1py_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_xlog1py_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_zeta_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_list_args_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_list_args_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_list_args_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sqrt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sqrt_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sqrt_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sqrt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_multiple_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_multiple_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_multiple_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_mean_unbiased_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_mean_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_stft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sub_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sub_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_svd_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_along_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_along_dim_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_along_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_along_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tanh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensor_split_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensor_split_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensordot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tile_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tile_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_sparse_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_topk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_topk_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trace_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapezoid_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapz_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triu_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triu_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trunc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trunc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unflatten_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unflatten_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unfold_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_uniform_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_consecutive_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_cuda_uint64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unravel_index_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_split_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_split_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_split_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_split_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_mean_unbiased_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_mean_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vdot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vdot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_complex_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_complex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vsplit_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vsplit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_xlogy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_xlogy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_xlogy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zero__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zero__cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zero__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zero__cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zero__cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zero__cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zeros_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zeros_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zeros_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zeros_like_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zeros_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zeros_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zeros_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_H_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_H_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_T_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_T_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_T_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_T_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_T_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_T_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace___getitem___cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___getitem___cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace___getitem___cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace___radd___cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace___radd___cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___radd___cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rand___cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rdiv___cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rdiv___cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rdiv___cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rdiv___cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rmatmul___cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rmod___cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rmod___cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rmul___cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rmul___cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rmul___cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace___ror___cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace___ror___cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rpow___cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rpow___cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rxor___cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rxor___cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rxor___cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__chunk_cat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__chunk_cat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__chunk_cat_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__chunk_cat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__chunk_cat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__chunk_cat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__chunk_cat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__chunk_cat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_abs_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_abs_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_abs_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_acos_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_acos_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_acos_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_addcdiv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_addcdiv_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_addcdiv_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_addcdiv_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_addcmul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_asin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_asin_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_asin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_atan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_ceil_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_ceil_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_ceil_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_ceil_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_clamp_max_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_clamp_min_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_clamp_min_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_clamp_min_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_clamp_min_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_cos_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_cos_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_cosh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_cosh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_cosh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_cosh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_cosh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_cosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_div_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_div_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_div_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_div_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_div_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erf_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erfc_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erfc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erfc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erfc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_exp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_exp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_exp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_expm1_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_expm1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_floor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_floor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_floor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_frac_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_frac_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_frac_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_lerp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_lerp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_lerp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_lgamma_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_lgamma_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log10_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log10_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log10_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log1p_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log1p_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log1p_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log1p_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_max_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_maximum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_maximum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_maximum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_minimum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_minimum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_minimum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_mul_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_mul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_mul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_mul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_neg_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_neg_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_neg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_norm_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_pow_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_pow_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_pow_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_reciprocal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_reciprocal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_reciprocal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_round_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_rsqrt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_rsqrt_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_rsqrt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sigmoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sigmoid_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sign_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sign_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sign_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sinh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sinh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sqrt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sub_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sub_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sub_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sub_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_tan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_tan_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_tanh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_tanh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_tanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_tanh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_tanh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_trunc_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_trunc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_trunc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__native_batch_norm_legit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__segment_reduce_lengths_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__segment_reduce_lengths_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__segment_reduce_offsets_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_put_accumulate_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_put_accumulate_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_put_accumulate_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__upsample_bilinear2d_aa_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__upsample_bilinear2d_aa_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_abs_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_abs_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_abs_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_abs_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_abs_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acos_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acos_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acos_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acos_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acosh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acosh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_add_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addbmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addbmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcdiv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcdiv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcmul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcmul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmm_decomposed_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_alias_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_alias_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_alias_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_all_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_all_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_aminmax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_aminmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_angle_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_any_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_any_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_arange_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_arange_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argwhere_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argwhere_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_partial_views_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_scatter_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asin_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atanh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atanh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_1d_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_1d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_1d_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_2d_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_2d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_2d_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_2d_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_3d_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_3d_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_baddbmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bernoulli_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bincount_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bincount_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bincount_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_not_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_not_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_or_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_or_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_or_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_right_shift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_xor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_block_diag_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_block_diag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bool_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bool_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bool_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bool_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bool_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_shapes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_tensors_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_tensors_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_tensors_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_to_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_to_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bucketize_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bucketize_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_byte_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_byte_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cartesian_prod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdist_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdouble_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdouble_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdouble_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdouble_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ceil_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ceil_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cfloat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cfloat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cfloat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cfloat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chalf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chalf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chalf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chalf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_char_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_char_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_char_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cholesky_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cholesky_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cholesky_inverse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cholesky_inverse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cholesky_inverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chunk_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chunk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chunk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_max_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_max_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_min_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_min_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_min_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_min_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_min_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_min_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clone_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_combinations_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_complex_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_constant_pad_nd_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_constant_pad_nd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_contiguous_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_contiguous_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_contiguous_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_contiguous_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_copysign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_copysign_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cos_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cosh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cosh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cosh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cosh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_count_nonzero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_count_nonzero_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_count_nonzero_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cov_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cov_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cov_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cov_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cross_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumprod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumprod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumsum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumsum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumsum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumsum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumulative_trapezoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_embed_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_embed_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_embed_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_embed_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diff_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diff_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diff_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diff_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_digamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_digamma_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dist_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dist_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_floor_rounding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_floor_rounding_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_floor_rounding_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_no_rounding_mode_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_no_rounding_mode_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_trunc_rounding_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_trunc_rounding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_trunc_rounding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_trunc_rounding_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dsplit_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dsplit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_einsum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_einsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_permuted_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_permuted_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_permuted_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_permuted_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_permuted_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eq_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eq_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eq_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eq_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_equal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_equal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_equal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfinv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expm1_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expm1_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expm1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expm1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eye_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eye_cuda_float8_e4m3fnuz, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eye_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftshift_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftshift_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftshift_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftshift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft2_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfftn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flatten_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flatten_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fliplr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fliplr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fliplr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flipud_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flipud_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flipud_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_power_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_power_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_power_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_frac_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_frexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ge_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ge_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ge_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_geometric_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_geometric_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_geometric_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gradient_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gradient_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hash_tensor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_heaviside_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_heaviside_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_histc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_histc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_histc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hypot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_i0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_i0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_i0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_imag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_add_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_put_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_put_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_mean_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_mean_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_mean_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_select_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_inner_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_int_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_int_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isclose_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isclose_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isclose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isfinite_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isfinite_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isfinite_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isinf_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isinf_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isinf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isnan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isnan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isnan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isneginf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isposinf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isposinf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isposinf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isposinf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isreal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isreal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isreal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isreal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isreal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_istft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_item_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_item_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_item_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_2inputs_2outputs_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_2inputs_2outputs_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_2inputs_2outputs_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_2inputs_2outputs_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_4inputs_with_extra_args_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_return_by_ref_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_return_by_ref_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_return_by_ref_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_return_by_ref_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_return_by_ref_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_unary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_unary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_kron_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_kron_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_kron_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_kron_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_kron_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_kthvalue_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_kthvalue_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_kthvalue_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lcm_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ldexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ldexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ldexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_le_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_le_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lerp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lerp_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lerp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lerp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lerp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lgamma_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lgamma_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_cholesky_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_cholesky_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_cond_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_cond_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_cross_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_cross_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_cross_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_cross_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_cross_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_det_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_diagonal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_diagonal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_diagonal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_eig_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_eigh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_eigvals_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_eigvalsh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_householder_product_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_householder_product_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_ldl_factor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_ldl_factor_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_lstsq_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_lstsq_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_lstsq_grad_oriented_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_lu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_lu_factor_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_matrix_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_matrix_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_norm_subgradients_at_zero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_pinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_pinv_hermitian_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_pinv_singular_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_pinv_singular_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_slogdet_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_svd_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_svdvals_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_tensorinv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_tensorsolve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_tensorsolve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vander_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vander_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vander_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vector_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vector_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_tensor_overload_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log10_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log10_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log1p_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log1p_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log1p_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log1p_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_normal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_with_dtype_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_with_dtype_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_with_dtype_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_with_dtype_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logcumsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logcumsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logdet_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_and_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_and_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_and_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_not_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_not_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_not_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_or_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_or_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_xor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_xor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_xor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_xor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_tensor_overload_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_tensor_overload_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logsumexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lu_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lu_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lu_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lu_unpack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lu_unpack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mH_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mH_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mH_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mH_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mT_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mT_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumprod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumsum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_fill_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_log_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_log_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logsumexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logsumexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logsumexp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_normalize_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_prod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_select_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_softmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_std_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_std_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_std_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_sum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_var_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_var_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_var_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_matmul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_matmul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_matmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_matrix_exp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_matrix_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_binary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_pool2d_with_indices_backward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_no_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_no_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_no_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_with_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_with_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_with_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_maximum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_maximum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_maximum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_median_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_median_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_list_of_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_list_of_tensors_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_list_of_tensors_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_variadic_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_variadic_tensors_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_binary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_binary_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_no_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_with_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_minimum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_minimum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_minimum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_minimum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mode_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mode_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_movedim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_movedim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_movedim_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_movedim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_msort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_msort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_multinomial_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_multinomial_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nan_to_num_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nan_to_num_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nan_to_num_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nan_to_num_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmean_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmedian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmedian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nanmedian_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nansum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_native_batch_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_native_batch_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_native_dropout_backward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ne_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ne_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ne_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_neg_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_neg_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_neg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_full_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_full_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_full_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_full_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_ones_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_ones_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_zeros_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_zeros_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nextafter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_avg_pool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_avg_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_avg_pool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_avg_pool3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_max_pool2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_max_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_max_pool3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_max_pool3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_max_pool3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_alpha_dropout_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_alpha_dropout_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_alpha_dropout_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_avg_pool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_avg_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_avg_pool3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_avg_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_batch_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_bilinear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_binary_cross_entropy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_celu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_celu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_channel_shuffle_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_channel_shuffle_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_channel_shuffle_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv1d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv2d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv_transpose1d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv_transpose2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv_transpose2d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv_transpose3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_cosine_embedding_loss_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_cosine_embedding_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_cosine_embedding_loss_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_cosine_similarity_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_cosine_similarity_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_cross_entropy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_dropout3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_dropout_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_dropout_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_elu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_embedding_bag_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_embedding_bag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_embedding_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_embedding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_feature_alpha_dropout_with_train_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_feature_alpha_dropout_without_train_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_feature_alpha_dropout_without_train_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_feature_alpha_dropout_without_train_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_fractional_max_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_fractional_max_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_gaussian_nll_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_gelu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_glu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_grid_sample_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_hardshrink_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_hardsigmoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_hardsigmoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_hardswish_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_hardswish_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_hardtanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_hardtanh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_instance_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_instance_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_interpolate_bilinear_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_interpolate_bilinear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_interpolate_nearest-exact_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_interpolate_nearest_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_interpolate_trilinear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_interpolate_trilinear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_kl_div_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_l1_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_leaky_relu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_linear_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_local_response_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_logsigmoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_logsigmoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_logsigmoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_margin_ranking_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_margin_ranking_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_max_unpool1d_grad_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_max_unpool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_max_unpool2d_grad_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_max_unpool3d_grad_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_mish_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_mse_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_multi_head_attention_forward_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_multi_margin_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_multi_margin_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_multilabel_margin_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_nll_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_normalize_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_one_hot_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_circular_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_circular_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_constant_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_reflect_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_reflect_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_replicate_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_replicate_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_replicate_negative_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_replicate_negative_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pairwise_distance_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pairwise_distance_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pairwise_distance_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pairwise_distance_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pairwise_distance_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pdist_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pixel_shuffle_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pixel_shuffle_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pixel_shuffle_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pixel_shuffle_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pixel_unshuffle_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pixel_unshuffle_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pixel_unshuffle_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_poisson_nll_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_poisson_nll_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_relu6_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_relu6_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_relu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_rms_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_rms_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_rrelu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_silu_complex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_silu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_smooth_l1_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_soft_margin_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softmin_with_dtype_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softmin_with_dtype_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softplus_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softshrink_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softsign_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softsign_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softsign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softsign_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_tanhshrink_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_tanhshrink_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_threshold_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_threshold_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_threshold_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_loss_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_loss_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_unfold_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_upsample_bilinear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_upsample_bilinear_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_upsample_bilinear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_upsample_nearest_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_upsample_nearest_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nonzero_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nonzero_static_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nonzero_static_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_norm_fro_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_norm_inf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_norm_inf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_norm_nuc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_normal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_normal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_normal_in_place_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_normal_number_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ones_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ones_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ones_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ones_like_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ones_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ones_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ones_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_outer_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_outer_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_outer_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_outer_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_outer_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pinverse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polar_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_3_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_4_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_4_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_positive_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_positive_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_positive_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pow_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pow_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_put_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_put_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_put_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_put_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_qr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_qr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_quantile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rad2deg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rad2deg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rad2deg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rad2deg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rad2deg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rad2deg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rand_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rand_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randint_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_randn_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ravel_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ravel_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ravel_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ravel_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ravel_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_real_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_real_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_real_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_real_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_remainder_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_remainder_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_renorm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_renorm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_repeat_interleave_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_as_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_as_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_reshape_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize__cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize__cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize__cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resize__cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_conj_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_conj_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_neg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_neg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_resolve_neg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_roll_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_roll_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_roll_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rot90_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_round_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsqrt_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsqrt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsqrt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsub_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_rsub_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scalar_tensor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_mean_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_mean_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_scatter_reduce_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_searchsorted_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_searchsorted_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sgn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sgn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_short_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_short_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sign_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_cosine_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_gaussian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_nuttall_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signbit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signbit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signbit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sin_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinc_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_slice_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_slice_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_slice_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_slice_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_slice_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_softmax_with_dtype_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_softmax_with_dtype_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_softmax_with_dtype_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sort_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sort_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sparse_mm_reduce_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_airy_ai_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_airy_ai_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_airy_ai_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_y1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_y1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_chebyshev_polynomial_t_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_chebyshev_polynomial_t_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_chebyshev_polynomial_u_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_chebyshev_polynomial_u_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_chebyshev_polynomial_u_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_chebyshev_polynomial_v_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_chebyshev_polynomial_w_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_entr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_entr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_erfcx_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_erfcx_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_hermite_polynomial_h_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_hermite_polynomial_h_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_hermite_polynomial_h_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_hermite_polynomial_he_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_hermite_polynomial_he_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_hermite_polynomial_he_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_hermite_polynomial_he_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_hermite_polynomial_he_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_i0e_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_i1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_i1e_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_i1e_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_laguerre_polynomial_l_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_legendre_polynomial_p_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_legendre_polynomial_p_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_log_ndtr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_log_ndtr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_modified_bessel_i0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_modified_bessel_i0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_modified_bessel_i1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_modified_bessel_k0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_modified_bessel_k0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_ndtr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_ndtri_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_scaled_modified_bessel_k0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_scaled_modified_bessel_k0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_scaled_modified_bessel_k0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_scaled_modified_bessel_k1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_scaled_modified_bessel_k1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_scaled_modified_bessel_k1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_scaled_modified_bessel_k1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_shifted_chebyshev_polynomial_t_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_shifted_chebyshev_polynomial_u_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_shifted_chebyshev_polynomial_w_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_shifted_chebyshev_polynomial_w_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_spherical_bessel_j0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_spherical_bessel_j0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_spherical_bessel_j0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_xlog1py_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_zeta_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_zeta_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_list_args_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sqrt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sqrt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sqrt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sqrt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_square_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_multiple_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_multiple_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_multiple_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_multiple_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_mean_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_mean_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sub_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sub_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_to_size_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_to_size_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_to_size_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_to_size_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_svd_lowrank_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_svd_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_svd_lowrank_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_along_dim_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_along_dim_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_along_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_along_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensor_split_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensor_split_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensordot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensordot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensordot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tile_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tile_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_sparse_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_sparse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_sparse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_topk_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_topk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__efficient_attention_forward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__flash_attention_forward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trace_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trace_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trace_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapezoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapezoid_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapz_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapz_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triangular_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triangular_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_true_divide_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_true_divide_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trunc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trunc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unflatten_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_uniform_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_consecutive_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_consecutive_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_consecutive_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_cuda_uint16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unravel_index_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unravel_index_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_chunk_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_chunk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_real_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_real_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vsplit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_where_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_where_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_where_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_xlogy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_xlogy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zero__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zero__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zero__cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zero__cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_nan_to_num_cuda, test/test_meta.py::TestMetaCUDA::test_quantized_embedding_bag_cuda 2025-09-07T08:33:24.1723468Z 2025-09-07T08:33:24.7036117Z 2025-09-07T08:33:24.7036895Z export/test_swap 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_swap_1.1_a3a7ee34b85193fe_.log 2025-09-07T08:33:24.7042584Z Running 18 items in this shard: test/export/test_swap.py::TestSwap_nonstrict::test_custom_input_args, test/export/test_swap.py::TestSwap_nonstrict::test_custom_input_kwargs, test/export/test_swap.py::TestSwap_nonstrict::test_custom_output, test/export/test_swap.py::TestSwap_nonstrict::test_dedup_sym_size, test/export/test_swap.py::TestSwap_nonstrict::test_nested_leaf, test/export/test_swap.py::TestSwap_nonstrict::test_remove_duplicate_pytree_different_order, test/export/test_swap.py::TestSwap_nonstrict::test_remove_duplicate_pytree_simple, test/export/test_swap.py::TestSwap_nonstrict::test_unflatten_preserve_signature, test/export/test_swap.py::TestSwap_nonstrict::test_unflatten_preserve_with_unused_input, test/export/test_swap.py::TestSwap_strict::test_custom_input_args, test/export/test_swap.py::TestSwap_strict::test_custom_input_kwargs, test/export/test_swap.py::TestSwap_strict::test_custom_output, test/export/test_swap.py::TestSwap_strict::test_dedup_sym_size, test/export/test_swap.py::TestSwap_strict::test_nested_leaf, test/export/test_swap.py::TestSwap_strict::test_remove_duplicate_pytree_different_order, test/export/test_swap.py::TestSwap_strict::test_remove_duplicate_pytree_simple, test/export/test_swap.py::TestSwap_strict::test_unflatten_preserve_signature, test/export/test_swap.py::TestSwap_strict::test_unflatten_preserve_with_unused_input 2025-09-07T08:33:24.7046551Z 2025-09-07T08:33:26.9738907Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:33:26.9740270Z import pkg_resources 2025-09-07T08:33:27.3106530Z Running profiler/test_profiler 1/1 ... [2025-09-07 08:33:27.310246] 2025-09-07T08:33:27.3106975Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:33:27.3109205Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_profiler.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:33:27.310619] 2025-09-07T08:33:27.8897578Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:33:27.8898904Z import pkg_resources 2025-09-07T08:33:28.2366482Z Running inductor/test_op_dtype_prop 1/1 ... [2025-09-07 08:33:28.236192] 2025-09-07T08:33:28.2367197Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:33:28.2368238Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_op_dtype_prop.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:33:28.236536] 2025-09-07T08:33:50.2316627Z 2025-09-07T08:33:50.2325275Z profiler/test_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_profiler_1.1_bd6c9f42f3e60c08_.log 2025-09-07T08:33:50.2341949Z Running 71 items in this shard: test/profiler/test_profiler.py::TestProfilerCUDA::test_cudagraph_profiling_workaround, test/profiler/test_profiler.py::TestProfilerCUDA::test_custom_module_input_op_ids, test/profiler/test_profiler.py::TestProfilerCUDA::test_mem_leak, test/profiler/test_profiler.py::TestProfilerITT::test_custom_module_input_op_ids, test/profiler/test_profiler.py::TestProfiler::test_basic_chrome_trace, test/profiler/test_profiler.py::TestProfiler::test_basic_profile, test/profiler/test_profiler.py::TestProfiler::test_concrete_inputs_profiling, test/profiler/test_profiler.py::TestProfiler::test_concrete_inputs_profiling_toggling, test/profiler/test_profiler.py::TestProfiler::test_cpu_annotation_overlap, test/profiler/test_profiler.py::TestProfiler::test_disable_external_correlation, test/profiler/test_profiler.py::TestProfiler::test_dynamic_toggle, test/profiler/test_profiler.py::TestProfiler::test_event_list, test/profiler/test_profiler.py::TestProfiler::test_export_stacks, test/profiler/test_profiler.py::TestProfiler::test_flops, test/profiler/test_profiler.py::TestProfiler::test_forked_process, test/profiler/test_profiler.py::TestProfiler::test_guarded_record_function_fast, test/profiler/test_profiler.py::TestProfiler::test_high_level_trace, test/profiler/test_profiler.py::TestProfiler::test_is_profiler_enabled, test/profiler/test_profiler.py::TestProfiler::test_kineto, test/profiler/test_profiler.py::TestProfiler::test_kineto_multigpu, test/profiler/test_profiler.py::TestProfiler::test_kineto_profiler_api, test/profiler/test_profiler.py::TestProfiler::test_kineto_profiler_multiple_steppers, test/profiler/test_profiler.py::TestProfiler::test_kineto_profiler_with_environment_variable, test/profiler/test_profiler.py::TestProfiler::test_lazy_build_tree, test/profiler/test_profiler.py::TestProfiler::test_memory_profiler, test/profiler/test_profiler.py::TestProfiler::test_module_hierarchy, test/profiler/test_profiler.py::TestProfiler::test_nested_tensor_with_shapes, test/profiler/test_profiler.py::TestProfiler::test_oom_tracing, test/profiler/test_profiler.py::TestProfiler::test_override_time_units, test/profiler/test_profiler.py::TestProfiler::test_profile_all_threads, test/profiler/test_profiler.py::TestProfiler::test_profiler_correlation_id, test/profiler/test_profiler.py::TestProfiler::test_profiler_cuda_sync_events, test/profiler/test_profiler.py::TestProfiler::test_profiler_disable_fwd_bwd_link, test/profiler/test_profiler.py::TestProfiler::test_profiler_fwd_bwd_link, test/profiler/test_profiler.py::TestProfiler::test_profiler_metadata, test/profiler/test_profiler.py::TestProfiler::test_profiler_op_event_args, test/profiler/test_profiler.py::TestProfiler::test_profiler_op_event_kwargs, test/profiler/test_profiler.py::TestProfiler::test_profiler_strides, test/profiler/test_profiler.py::TestProfiler::test_profiler_time_scale, test/profiler/test_profiler.py::TestProfiler::test_profiler_tracing, test/profiler/test_profiler.py::TestProfiler::test_profiler_type, test/profiler/test_profiler.py::TestProfiler::test_python_gc_event, test/profiler/test_profiler.py::TestProfiler::test_record_function_fast, test/profiler/test_profiler.py::TestProfiler::test_schedule_function_count, test/profiler/test_profiler.py::TestProfiler::test_skip_first_wait, test/profiler/test_profiler.py::TestProfiler::test_source, test/profiler/test_profiler.py::TestProfiler::test_tensorboard_trace_handler, test/profiler/test_profiler.py::TestProfiler::test_user_annotation, test/profiler/test_profiler.py::TestExperimentalUtils::test_bfs, test/profiler/test_profiler.py::TestExperimentalUtils::test_dfs, test/profiler/test_profiler.py::TestExperimentalUtils::test_fuzz_symbolize, test/profiler/test_profiler.py::TestExperimentalUtils::test_profiler_conv2d_bias_followed_by_batchnorm2d_pattern, test/profiler/test_profiler.py::TestExperimentalUtils::test_profiler_debug_autotuner, test/profiler/test_profiler.py::TestExperimentalUtils::test_profiler_extra_cuda_copy_pattern, test/profiler/test_profiler.py::TestExperimentalUtils::test_profiler_extra_cuda_copy_pattern_benchmark, test/profiler/test_profiler.py::TestExperimentalUtils::test_profiler_for_loop_indexing_pattern, test/profiler/test_profiler.py::TestExperimentalUtils::test_profiler_fp32_matmul_pattern, test/profiler/test_profiler.py::TestExperimentalUtils::test_profiler_grad_not_set_to_none_pattern, test/profiler/test_profiler.py::TestExperimentalUtils::test_profiler_matmul_dim_fp16_pattern, test/profiler/test_profiler.py::TestExperimentalUtils::test_profiler_name_pattern, test/profiler/test_profiler.py::TestExperimentalUtils::test_profiler_optimizer_single_tensor_pattern, test/profiler/test_profiler.py::TestExperimentalUtils::test_profiler_overload_names, test/profiler/test_profiler.py::TestExperimentalUtils::test_profiler_pattern_match_helper, test/profiler/test_profiler.py::TestExperimentalUtils::test_profiler_pattern_matcher_json_report, test/profiler/test_profiler.py::TestExperimentalUtils::test_profiler_synchronized_dataloader_pattern, test/profiler/test_profiler.py::TestExperimentalUtils::test_utils_compute_idle_time, test/profiler/test_profiler.py::TestExperimentalUtils::test_utils_compute_queue_depth, test/profiler/test_profiler.py::TestExperimentalUtils::test_utils_compute_queue_depth_when_no_cuda_events, test/profiler/test_profiler.py::TestExperimentalUtils::test_utils_compute_self_time, test/profiler/test_profiler.py::TestExperimentalUtils::test_utils_get_optimizable_events, test/profiler/test_profiler.py::TestExperimentalUtils::test_utils_intervals_overlap 2025-09-07T08:33:50.2357819Z 2025-09-07T08:33:51.6839048Z 2025-09-07T08:33:51.6840191Z functorch/test_dims 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_dims_1.1_b9446b9dadf00d33_.log 2025-09-07T08:33:51.6853526Z Running 72 items in this shard: test/functorch/test_dims.py::TestMin::test_adapt, test/functorch/test_dims.py::TestMin::test_attn, test/functorch/test_dims.py::TestMin::test_attn_cuda, test/functorch/test_dims.py::TestMin::test_big_split, test/functorch/test_dims.py::TestMin::test_c, test/functorch/test_dims.py::TestMin::test_compare_dims, test/functorch/test_dims.py::TestMin::test_diag, test/functorch/test_dims.py::TestMin::test_dim_args, test/functorch/test_dims.py::TestMin::test_dims_with_size, test/functorch/test_dims.py::TestMin::test_dir, test/functorch/test_dims.py::TestMin::test_doc, test/functorch/test_dims.py::TestMin::test_embed, test/functorch/test_dims.py::TestMin::test_eq, test/functorch/test_dims.py::TestMin::test_expand, test/functorch/test_dims.py::TestMin::test_functorch, test/functorch/test_dims.py::TestMin::test_hello, test/functorch/test_dims.py::TestMin::test_index, test/functorch/test_dims.py::TestMin::test_index_placement, test/functorch/test_dims.py::TestMin::test_inplace, test/functorch/test_dims.py::TestMin::test_manual_stuff, test/functorch/test_dims.py::TestMin::test_mask, test/functorch/test_dims.py::TestMin::test_max, test/functorch/test_dims.py::TestMin::test_mm, test/functorch/test_dims.py::TestMin::test_mm_fuse, test/functorch/test_dims.py::TestMin::test_monkey, test/functorch/test_dims.py::TestMin::test_network, test/functorch/test_dims.py::TestMin::test_order, test/functorch/test_dims.py::TestMin::test_order_keyword, test/functorch/test_dims.py::TestMin::test_parse, test/functorch/test_dims.py::TestMin::test_permute_orig, test/functorch/test_dims.py::TestMin::test_seg, test/functorch/test_dims.py::TestMin::test_simple, test/functorch/test_dims.py::TestMin::test_softmax_split, test/functorch/test_dims.py::TestMin::test_stack, test/functorch/test_dims.py::TestMin::test_time_mm_fuse, test/functorch/test_dims.py::TestMin::test_with_dims_split, test/functorch/test_dims.py::TestMinFunctorchOnly::test_adapt, test/functorch/test_dims.py::TestMinFunctorchOnly::test_attn, test/functorch/test_dims.py::TestMinFunctorchOnly::test_attn_cuda, test/functorch/test_dims.py::TestMinFunctorchOnly::test_big_split, test/functorch/test_dims.py::TestMinFunctorchOnly::test_c, test/functorch/test_dims.py::TestMinFunctorchOnly::test_compare_dims, test/functorch/test_dims.py::TestMinFunctorchOnly::test_diag, test/functorch/test_dims.py::TestMinFunctorchOnly::test_dim_args, test/functorch/test_dims.py::TestMinFunctorchOnly::test_dims_with_size, test/functorch/test_dims.py::TestMinFunctorchOnly::test_dir, test/functorch/test_dims.py::TestMinFunctorchOnly::test_doc, test/functorch/test_dims.py::TestMinFunctorchOnly::test_embed, test/functorch/test_dims.py::TestMinFunctorchOnly::test_eq, test/functorch/test_dims.py::TestMinFunctorchOnly::test_expand, test/functorch/test_dims.py::TestMinFunctorchOnly::test_functorch, test/functorch/test_dims.py::TestMinFunctorchOnly::test_hello, test/functorch/test_dims.py::TestMinFunctorchOnly::test_index, test/functorch/test_dims.py::TestMinFunctorchOnly::test_index_placement, test/functorch/test_dims.py::TestMinFunctorchOnly::test_inplace, test/functorch/test_dims.py::TestMinFunctorchOnly::test_manual_stuff, test/functorch/test_dims.py::TestMinFunctorchOnly::test_mask, test/functorch/test_dims.py::TestMinFunctorchOnly::test_max, test/functorch/test_dims.py::TestMinFunctorchOnly::test_mm, test/functorch/test_dims.py::TestMinFunctorchOnly::test_mm_fuse, test/functorch/test_dims.py::TestMinFunctorchOnly::test_monkey, test/functorch/test_dims.py::TestMinFunctorchOnly::test_network, test/functorch/test_dims.py::TestMinFunctorchOnly::test_order, test/functorch/test_dims.py::TestMinFunctorchOnly::test_order_keyword, test/functorch/test_dims.py::TestMinFunctorchOnly::test_parse, test/functorch/test_dims.py::TestMinFunctorchOnly::test_permute_orig, test/functorch/test_dims.py::TestMinFunctorchOnly::test_seg, test/functorch/test_dims.py::TestMinFunctorchOnly::test_simple, test/functorch/test_dims.py::TestMinFunctorchOnly::test_softmax_split, test/functorch/test_dims.py::TestMinFunctorchOnly::test_stack, test/functorch/test_dims.py::TestMinFunctorchOnly::test_time_mm_fuse, test/functorch/test_dims.py::TestMinFunctorchOnly::test_with_dims_split 2025-09-07T08:33:51.6865244Z 2025-09-07T08:33:53.5463630Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:33:53.5465008Z import pkg_resources 2025-09-07T08:33:53.8840514Z Running inductor/test_mkldnn_pattern_matcher 2/2 ... [2025-09-07 08:33:53.883520] 2025-09-07T08:33:53.8841179Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:33:53.8842378Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_mkldnn_pattern_matcher.py', '-m', 'not serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:33:53.883881] 2025-09-07T08:33:54.8863167Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:33:54.8864282Z import pkg_resources 2025-09-07T08:33:55.2263662Z Running dynamo/test_optimizers 1/1 ... [2025-09-07 08:33:55.225876] 2025-09-07T08:33:55.2264123Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:33:55.2265371Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_optimizers.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:33:55.226216] 2025-09-07T08:34:01.1027066Z 2025-09-07T08:34:01.1027950Z dynamo/test_optimizers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_optimizers_1.1_ac3bc17152d24eb3_.log 2025-09-07T08:34:01.1029402Z Running 3 items in this shard: test/dynamo/test_optimizers.py::End2EndTests::test_init_group, test/dynamo/test_optimizers.py::End2EndTests::test_optimizing_over_tensor_with_requires_grad, test/dynamo/test_optimizers.py::End2EndTests::test_state_dict 2025-09-07T08:34:01.1030341Z 2025-09-07T08:34:04.4951723Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:34:04.4953764Z import pkg_resources 2025-09-07T08:34:04.8466903Z Running functorch/test_ac 1/1 ... [2025-09-07 08:34:04.846236] 2025-09-07T08:34:04.8467506Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:34:04.8468548Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_ac.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:34:04.846581] 2025-09-07T08:34:32.8674782Z 2025-09-07T08:34:32.8675893Z functorch/test_ac 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ac_1.1_045a5594ce60e33c_.log 2025-09-07T08:34:32.8679492Z Running 9 items in this shard: test/functorch/test_ac.py::MemoryBudgetTest::test_attention_vs_linear, test/functorch/test_ac.py::MemoryBudgetTest::test_custom_triton_kernel, test/functorch/test_ac.py::MemoryBudgetTest::test_manual_ac, test/functorch/test_ac.py::MemoryBudgetTest::test_matmul_even_chain, test/functorch/test_ac.py::MemoryBudgetTest::test_matmul_uneven_chain, test/functorch/test_ac.py::MemoryBudgetTest::test_prioritize_cheaper_matmul, test/functorch/test_ac.py::MemoryBudgetTest::test_prioritize_cheaper_matmul2, test/functorch/test_ac.py::MemoryBudgetTest::test_profile, test/functorch/test_ac.py::MemoryBudgetTest::test_rematerializes_cheap 2025-09-07T08:34:32.8681393Z 2025-09-07T08:34:36.0040468Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:34:36.0041916Z import pkg_resources 2025-09-07T08:34:36.3535476Z Running inductor/test_dependencies 1/1 ... [2025-09-07 08:34:36.353145] 2025-09-07T08:34:36.3536033Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:34:36.3537880Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_dependencies.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:34:36.353505] 2025-09-07T08:34:43.1322779Z 2025-09-07T08:34:43.1323710Z inductor/test_dependencies 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_dependencies_1.1_3e5a0f534cdd1edb_.log 2025-09-07T08:34:43.1326367Z Running 5 items in this shard: test/inductor/test_dependencies.py::TestDependencies::test_bucketize_dependencies_no_sorter, test/inductor/test_dependencies.py::TestDependencies::test_bucketize_dependencies_sorter, test/inductor/test_dependencies.py::TestDependencies::test_get_offset, test/inductor/test_dependencies.py::TestDependencies::test_normalize_with_stride_order_equal, test/inductor/test_dependencies.py::TestDependencies::test_normalize_with_stride_order_unequal 2025-09-07T08:34:43.1328240Z 2025-09-07T08:34:46.2786694Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:34:46.2788440Z import pkg_resources 2025-09-07T08:34:46.6251486Z Running test_content_store 1/1 ... [2025-09-07 08:34:46.624714] 2025-09-07T08:34:46.6251907Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:34:46.6253705Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_content_store.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:34:46.625098] 2025-09-07T08:34:56.3607443Z 2025-09-07T08:34:56.3608426Z test_content_store 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_content_store_1.1_4f4fad6bcda55a0c_.log 2025-09-07T08:34:56.3610685Z Running 4 items in this shard: test/test_content_store.py::TestContentStoreCUDA::test_basic_cuda, test/test_content_store.py::TestContentStoreCUDA::test_load_tensor_cuda, test/test_content_store.py::TestContentStoreCUDA::test_repeated_hash_cuda, test/test_content_store.py::TestContentStoreCUDA::test_scalar_cuda 2025-09-07T08:34:56.3611631Z 2025-09-07T08:34:59.5861638Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:34:59.5863638Z import pkg_resources 2025-09-07T08:34:59.9210322Z Running inductor/test_custom_lowering 1/1 ... [2025-09-07 08:34:59.920517] 2025-09-07T08:34:59.9210824Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:34:59.9211879Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_custom_lowering.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:34:59.920879] 2025-09-07T08:35:10.4074883Z 2025-09-07T08:35:10.4076189Z inductor/test_custom_lowering 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_custom_lowering_1.1_1bc93e4f3790b08a_.log 2025-09-07T08:35:10.4078706Z Running 5 items in this shard: test/inductor/test_custom_lowering.py::TestCustomLowering::test_jagged_to_padded_dense_sanity_cuda, test/inductor/test_custom_lowering.py::TestCustomLowering::test_jagged_to_padded_dense_zero_size, test/inductor/test_custom_lowering.py::TestCustomLowering::test_multi_inp_asm, test/inductor/test_custom_lowering.py::TestCustomLowering::test_register_lowering_custom_dict, test/inductor/test_custom_lowering.py::TestCustomLowering::test_tanh_approx 2025-09-07T08:35:10.4080432Z 2025-09-07T08:35:13.5780384Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:35:13.5781463Z import pkg_resources 2025-09-07T08:35:13.9147835Z Running dynamo/test_profiler 1/1 ... [2025-09-07 08:35:13.914324] 2025-09-07T08:35:13.9148262Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:35:13.9149562Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_profiler.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:35:13.914664] 2025-09-07T08:35:26.7550407Z 2025-09-07T08:35:26.7551547Z dynamo/test_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_profiler_1.1_86ffa96758d7a6a3_.log 2025-09-07T08:35:26.7555746Z Running 11 items in this shard: test/dynamo/test_profiler.py::DynamoProfilerTests::test_dynamo_timed_profiling_backend_compile, test/dynamo/test_profiler.py::DynamoProfilerTests::test_dynamo_timed_profiling_isolated, test/dynamo/test_profiler.py::DynamoProfilerTests::test_execution_trace_dynamic_shapes, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profile_dynamic_shapes_compilation, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profile_dynamic_shapes_list_compilation, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profile_dynamic_shapes_runtime, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_cache_lookup, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_cache_lookup_profiler_step, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_dynamo_compiled_region, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_enabled, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_record_function_ignore 2025-09-07T08:35:26.7558721Z 2025-09-07T08:35:29.9531678Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:35:29.9533034Z import pkg_resources 2025-09-07T08:35:30.2980612Z Running inductor/test_needs_exact_strides 1/1 ... [2025-09-07 08:35:30.297615] 2025-09-07T08:35:30.2981269Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:35:30.2982388Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_needs_exact_strides.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:35:30.297955] 2025-09-07T08:35:40.6334164Z 2025-09-07T08:35:40.6335250Z inductor/test_needs_exact_strides 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_needs_exact_strides_1.1_92201cd43720a0de_.log 2025-09-07T08:35:40.6336667Z Running 2 items in this shard: test/inductor/test_needs_exact_strides.py::TestNeedsExactStrides::test_custom_op_float32, test/inductor/test_needs_exact_strides.py::TestNeedsExactStrides::test_custom_op_float8_e8m0fnu 2025-09-07T08:35:40.6337441Z 2025-09-07T08:35:43.8709713Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:35:43.8711263Z import pkg_resources 2025-09-07T08:35:44.2081483Z Running inductor/test_config 1/1 ... [2025-09-07 08:35:44.207665] 2025-09-07T08:35:44.2082044Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:35:44.2083088Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_config.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:35:44.207992] 2025-09-07T08:35:55.6453154Z 2025-09-07T08:35:55.6454234Z inductor/test_config 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_config_1.1_df80779387f17657_.log 2025-09-07T08:35:55.6459052Z Running 13 items in this shard: test/inductor/test_config.py::TestInductorConfig::test_api_options, test/inductor/test_config.py::TestInductorConfig::test_codegen_skips_custom_passes, test/inductor/test_config.py::TestInductorConfig::test_compile_api, test/inductor/test_config.py::TestInductorConfig::test_compile_api_passes_config, test/inductor/test_config.py::TestInductorConfig::test_get_compiler_config, test/inductor/test_config.py::TestInductorConfig::test_hasattr, test/inductor/test_config.py::TestInductorConfig::test_invalid_backend, test/inductor/test_config.py::TestInductorConfig::test_invalid_names, test/inductor/test_config.py::TestInductorConfig::test_non_inductor_backend, test/inductor/test_config.py::TestInductorConfig::test_options_do_something, test/inductor/test_config.py::TestInductorConfig::test_patch, test/inductor/test_config.py::TestInductorConfig::test_save_load, test/inductor/test_config.py::TestInductorConfig::test_set 2025-09-07T08:35:55.6462341Z 2025-09-07T08:35:58.8038910Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:35:58.8040448Z import pkg_resources 2025-09-07T08:35:59.1421492Z Running dynamo/test_sources 1/1 ... [2025-09-07 08:35:59.141706] 2025-09-07T08:35:59.1421949Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:35:59.1423398Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_sources.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:35:59.142068] 2025-09-07T08:36:03.0655669Z 2025-09-07T08:36:03.0656658Z dynamo/test_sources 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_sources_1.1_81f085810b955ada_.log 2025-09-07T08:36:03.0657988Z Running 3 items in this shard: test/dynamo/test_sources.py::SourceTests::test_is_local, test/dynamo/test_sources.py::SourceTests::test_property_closure, test/dynamo/test_sources.py::SourceTests::test_supported_nodes 2025-09-07T08:36:03.0658755Z 2025-09-07T08:36:06.2755464Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:36:06.2756819Z import pkg_resources 2025-09-07T08:36:06.6395788Z Running dynamo/test_base_hop 1/1 ... [2025-09-07 08:36:06.639178] 2025-09-07T08:36:06.6396220Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:36:06.6397721Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_base_hop.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:36:06.639520] 2025-09-07T08:36:12.6661119Z 2025-09-07T08:36:12.6661944Z dynamo/test_base_hop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_base_hop_1.1_24ac88fdf5f4bde9_.log 2025-09-07T08:36:12.6664927Z Running 11 items in this shard: test/dynamo/test_base_hop.py::BaseHOPTest::test_aliasing_mutation_error, test/dynamo/test_base_hop.py::BaseHOPTest::test_aot_eager, test/dynamo/test_base_hop.py::BaseHOPTest::test_auto_functionalize, test/dynamo/test_base_hop.py::BaseHOPTest::test_dynamo, test/dynamo/test_base_hop.py::BaseHOPTest::test_eager_call, test/dynamo/test_base_hop.py::BaseHOPTest::test_int_input, test/dynamo/test_base_hop.py::BaseHOPTest::test_none_input, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_pytree_in_out, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_pytree_in_out_with_mutation, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_single_return, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_single_return_with_mutation 2025-09-07T08:36:12.6667090Z 2025-09-07T08:36:15.8118565Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:36:15.8119926Z import pkg_resources 2025-09-07T08:36:16.1480257Z Running inductor/test_fused_attention 1/1 ... [2025-09-07 08:36:16.147599] 2025-09-07T08:36:16.1480938Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:36:16.1482347Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_fused_attention.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:36:16.147967] 2025-09-07T08:39:59.0297815Z 2025-09-07T08:39:59.0300225Z inductor/test_fused_attention 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_fused_attention_1.1_a947f49b30ffc965_.log 2025-09-07T08:39:59.0361335Z Running 108 items in this shard: test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_insignificant_strides, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_pattern_fails_with_reuse_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_pattern_fails_with_tensor_factor_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_pattern_fails_with_unsupported_mask_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_prev_13_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_prev_14_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_prev_15_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_10_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_11_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_12_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_13_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_14_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_15_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_17_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_19_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_1_freezing, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_1_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_20_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_21_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_22_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_23_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_24_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_2_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_3_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_4_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_5_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_6_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_7_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_8_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuTests::test_sdpa_rewriter_9_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_insignificant_strides, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_pattern_fails_with_reuse_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_pattern_fails_with_tensor_factor_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_pattern_fails_with_unsupported_mask_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_prev_13_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_prev_14_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_prev_15_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_10_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_11_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_12_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_13_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_14_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_15_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_17_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_19_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_1_freezing, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_1_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_20_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_21_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_22_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_23_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_24_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_2_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_3_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_4_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_5_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_6_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_7_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_8_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterGpuDynamicTests::test_sdpa_rewriter_9_gpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_pattern_fails_with_reuse_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_pattern_fails_with_tensor_factor_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_pattern_fails_with_unsupported_mask_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_prev_13_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_prev_14_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_prev_15_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_11_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_12_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_13_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_14_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_15_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_16_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_16_fp32_mask_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_17_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_18_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_19_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_1_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_20_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_21_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_22_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_23_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_24_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_2_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuTests::test_sdpa_rewriter_5_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_pattern_fails_with_reuse_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_pattern_fails_with_tensor_factor_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_pattern_fails_with_unsupported_mask_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_prev_13_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_prev_14_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_prev_15_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_11_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_12_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_13_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_14_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_15_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_16_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_16_fp32_mask_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_17_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_18_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_19_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_1_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_20_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_21_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_22_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_23_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_24_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_2_cpu, test/inductor/test_fused_attention.py::SDPAPatternRewriterCpuDynamicTests::test_sdpa_rewriter_5_cpu 2025-09-07T08:39:59.0413110Z 2025-09-07T08:40:02.2508209Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:40:02.2510665Z import pkg_resources 2025-09-07T08:40:02.5970866Z Running export/test_nativert 1/1 ... [2025-09-07 08:40:02.596412] 2025-09-07T08:40:02.5971753Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:40:02.5973115Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_nativert.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:40:02.596770] 2025-09-07T08:40:56.8728306Z 2025-09-07T08:40:56.8729616Z inductor/test_mkldnn_pattern_matcher 2/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mkldnn_pattern_matcher_2.2_44fc087a5b641bb7_.log 2025-09-07T08:40:56.8787267Z Running 137 items in this shard: test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_conv2d_add_scalar, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_conv2d_binary_inplace_fusion_failed_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_conv2d_binary_inplace_fusion_pass_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_False_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_False_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_False_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_False_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_True_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_True_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_True_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_True_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_True_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_False_reshape_a_True_M_32_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_False_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_False_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_False_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_True_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_True_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_True_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_bfloat16_dynamic_True_reshape_a_True_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_False_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_False_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_False_M_32_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_True_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_True_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_True_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_False_reshape_a_True_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_False_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_False_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_False_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_False_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_False_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_True_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_True_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_True_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_False_float32_dynamic_True_reshape_a_True_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_False_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_False_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_False_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_False_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_False_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_False_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_False_M_32_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_True_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_True_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_True_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_True_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_False_reshape_a_True_M_32_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_False_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_False_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_False_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_True_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_True_M_1_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_True_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_bfloat16_dynamic_True_reshape_a_True_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_False_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_False_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_True_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_True_M_1_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_True_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_True_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_False_reshape_a_True_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_False_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_False_M_32_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_False_M_32_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_True_M_1_inplace_add_False_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_True_M_1_inplace_add_False_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_da8w8_sym_act_sym_wgt_with_int_mm_has_bias_True_float32_dynamic_True_reshape_a_True_M_32_inplace_add_True_expand_a_scale_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_dynamic_qlinear_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_linear_add_bias, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_linear_binary, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_linear_dynamic_fp16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_linear_fp32, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_linear_input_non_contiguous_3D_wo_bias, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_multi_linear_share_same_input, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d_add, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d_add_relu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d_hardswish, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d_hardtanh, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d_silu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv1d_relu_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_add_broadcast_shapes_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_add_int8_mixed_bf16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_add_int8_mixed_bf16_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_dequant_promotion_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_hardswish_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_hardswish_int8_mixed_bf16_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_hardswish_int8_mixed_bf16_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_hardtanh_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_int8_mixed_bf16_use_autocast, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_relu_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_silu_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_silu_int8_mixed_bf16_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_silu_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_cpu_use_relu_False_is_qat_True_is_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_cpu_use_relu_True_is_qat_False_is_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_cpu_use_relu_True_is_qat_False_is_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_int8_mixed_bf16_use_relu_True_is_qat_False_is_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_int8_mixed_bf16_use_relu_True_is_qat_False_is_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_int8_mixed_bf16_use_relu_True_is_qat_True_is_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_int8_mixed_bf16_xpu_use_relu_False_is_qat_False_is_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_dequant_promotion_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_dequant_promotion_cpu_input_dim_exceeds_2, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_dequant_promotion_dynamic_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_dequant_promotion_int8_mixed_bf16_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_dequant_promotion_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_fp8_inductor_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_gelu_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_gelu_int8_mixed_bf16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_gelu_int8_mixed_bf16_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_int8_mixed_bf16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_int8_mixed_bf16_input_dim_exceeds_2_and_not_contiguous, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_int8_mixed_bf16_input_dim_exceeds_2_and_not_contiguous_use_autocast, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_int8_mixed_bf16_input_dim_exceeds_2_and_not_contiguous_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_int8_mixed_bf16_input_dim_exceeds_2_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_int8_mixed_bf16_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_mul, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_relu_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_relu_input_dim_exceeds_2, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_relu_int8_mixed_bf16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_relu_int8_mixed_bf16_input_dim_exceeds_2, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_relu_int8_mixed_bf16_input_dim_exceeds_2_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_reproduce_113440_issue_1, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_reproduce_113440_issue_2, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_reproduce_99842_issue, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_False_float32_per_channel_quant_False_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_False_float32_per_channel_quant_False_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_True_bfloat16_per_channel_quant_True_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_True_bfloat16_per_channel_quant_True_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_True_float32_per_channel_quant_True_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_woq_int4_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_woq_int8, test/inductor/test_mkldnn_pattern_matcher.py::TestDynamicPatternMatcher::test_linear_unary_dynamic_shapes, test/inductor/test_mkldnn_pattern_matcher.py::TestDynamicPatternMatcher::test_qat_bn_conv2d 2025-09-07T08:40:56.8842488Z 2025-09-07T08:41:00.2148842Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:41:00.2150937Z import pkg_resources 2025-09-07T08:41:00.5462936Z Running dynamo/test_backends 1/1 ... [2025-09-07 08:41:00.545804] 2025-09-07T08:41:00.5463568Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:41:00.5465483Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_backends.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:41:00.546216] 2025-09-07T08:41:14.2384958Z 2025-09-07T08:41:14.2385926Z dynamo/test_backends 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_backends_1.1_29c4aa0ed1e3ec91_.log 2025-09-07T08:41:14.2393545Z Running 21 items in this shard: test/dynamo/test_backends.py::NormalizeIRTests::test_inplace_normalize, test/dynamo/test_backends.py::MPSSupportedTest::test_mps_supported, test/dynamo/test_backends.py::TestExplainWithBackend::test_explain_with_backend, test/dynamo/test_backends.py::TestCustomBackendAPI::test_aot_autograd_api, test/dynamo/test_backends.py::TestCustomBackendAPI::test_backend_graph_freeze, test/dynamo/test_backends.py::TestCustomBackendAPI::test_backend_recompilation, test/dynamo/test_backends.py::TestCustomBackendAPI::test_lookup_backend, test/dynamo/test_backends.py::TestCustomBackendAPI::test_lookup_custom_backend, test/dynamo/test_backends.py::TestCustomBackendAPI::test_register_backend_api, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_cudagraphs_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_eager_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_eager_decomp_partition_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_ts_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_eager_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_eager_noexcept_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_example_inputs_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_example_inputs_runtime_use_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_intel_gaudi_backend_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_list_backends_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_torchscript_cuda, test/dynamo/test_backends.py::TestOptimizationsCUDA::test_tvm_cuda 2025-09-07T08:41:14.2399161Z 2025-09-07T08:41:17.4579734Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:41:17.4582837Z import pkg_resources 2025-09-07T08:41:17.8012831Z Running dynamo/test_verify_correctness 1/1 ... [2025-09-07 08:41:17.800837] 2025-09-07T08:41:17.8013324Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:41:17.8015240Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_verify_correctness.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:41:17.801241] 2025-09-07T08:41:18.8357597Z 2025-09-07T08:41:18.8358810Z inductor/test_op_dtype_prop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_op_dtype_prop_1.1_e0c33f2e9cced19b_.log 2025-09-07T08:41:18.8525608Z Running 567 items in this shard: test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_any_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_assoc_scan_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_binary_math_mixed_precision_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_codegen_upcast_to_fp32_upcast_to_fp32_False_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_codegen_upcast_to_fp32_upcast_to_fp32_True_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_constant_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_downcast_div_mod_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_abs_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_abs_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_abs_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_abs_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acos_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acos_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acos_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acos_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acosh_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acosh_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acosh_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_acosh_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asin_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asin_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asin_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asin_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asinh_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asinh_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asinh_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_asinh_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan2_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan2_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan2_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan2_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atan_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atanh_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atanh_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atanh_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_atanh_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_ceil_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_ceil_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_ceil_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_ceil_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_copysign_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_copysign_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_copysign_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_copysign_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_cos_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_cos_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_cos_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_cos_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_cosh_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_cosh_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_cosh_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_cosh_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erf_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erf_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erf_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erf_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfc_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfc_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfc_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfc_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfinv_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfinv_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfinv_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_erfinv_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp2_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp2_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp2_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp2_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_exp_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_expm1_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_expm1_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_expm1_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_expm1_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_floor_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_floor_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_floor_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_floor_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_fmod_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_fmod_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_fmod_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_fmod_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_hypot_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_hypot_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_hypot_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_hypot_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isinf_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isinf_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isinf_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isinf_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isnan_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isnan_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isnan_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_isnan_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_lgamma_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_lgamma_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_lgamma_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_lgamma_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log10_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log10_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log10_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log10_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log1p_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log1p_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log1p_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log1p_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log2_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log2_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log2_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log2_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_log_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_nextafter_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_nextafter_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_nextafter_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_nextafter_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_pow_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_pow_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_pow_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_pow_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_round_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_round_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_round_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_round_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_rsqrt_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_rsqrt_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_rsqrt_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_rsqrt_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sigmoid_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sigmoid_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sigmoid_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sigmoid_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sin_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sin_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sin_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sin_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sinh_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sinh_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sinh_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sinh_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sqrt_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sqrt_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sqrt_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_sqrt_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tan_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tan_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tan_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tan_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tanh_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tanh_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tanh_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_tanh_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_trunc_load_upcast_to_fp32_False_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_trunc_load_upcast_to_fp32_False_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_trunc_load_upcast_to_fp32_True_bfloat16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_dtype_aware_codegen_op_name_trunc_load_upcast_to_fp32_True_float16_cuda, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_abs_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_abs_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_abs_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_abs_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_abs_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_acos_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_acos_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_acos_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_acos_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_acos_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_acosh_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_acosh_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_acosh_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_acosh_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_acosh_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_add_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_add_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_add_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_add_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_add_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_angle_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_angle_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_angle_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_angle_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_angle_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_asin_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_asin_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_asin_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_asin_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_asin_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_asinh_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_asinh_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_asinh_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_asinh_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_asinh_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atan2_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atan2_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atan2_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atan2_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atan2_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atan_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atan_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atan_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atan_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atan_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atanh_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atanh_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atanh_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atanh_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_atanh_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_bitwise_and_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_bitwise_and_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_bitwise_and_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_bitwise_left_shift_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_bitwise_left_shift_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_bitwise_not_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_bitwise_not_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_bitwise_not_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_bitwise_or_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_bitwise_or_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_bitwise_or_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_bitwise_right_shift_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_bitwise_right_shift_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_bitwise_xor_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_bitwise_xor_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_bitwise_xor_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_ceil_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_ceil_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_ceil_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_ceil_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_clamp_max_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_clamp_max_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_clamp_max_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_clamp_max_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_clamp_max_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_clamp_min_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_clamp_min_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_clamp_min_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_clamp_min_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_clamp_min_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_clone_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_clone_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_clone_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_clone_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_clone_cuda_int64, 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test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_min_binary_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_min_binary_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_min_binary_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_minimum_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_minimum_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_minimum_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_minimum_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_minimum_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_mul_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_mul_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_mul_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_mul_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_mul_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_ne_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_ne_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_ne_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_ne_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_ne_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_neg_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_neg_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_neg_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_neg_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_nextafter_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_nextafter_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_0_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_0_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_0_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_0_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_0_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_1_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_1_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_1_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_1_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_1_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_2_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_2_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_2_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_2_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_2_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_3_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_3_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_3_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_3_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_3_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_4_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_4_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_4_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_4_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_polygamma_polygamma_n_4_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_pow_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_pow_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_pow_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_pow_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_reciprocal_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_reciprocal_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_reciprocal_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_reciprocal_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_reciprocal_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_remainder_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_remainder_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_remainder_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_remainder_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_round_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_round_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_round_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_round_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_round_decimals_0_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_round_decimals_0_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_round_decimals_3_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_round_decimals_3_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_round_decimals_neg_3_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_round_decimals_neg_3_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_rsqrt_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_rsqrt_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_rsqrt_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_rsqrt_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_rsqrt_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sigmoid_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sigmoid_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sigmoid_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sigmoid_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sigmoid_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sign_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sign_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sign_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sign_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sign_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_signbit_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_signbit_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_signbit_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_signbit_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_signbit_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sin_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sin_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sin_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sin_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sin_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sinh_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sinh_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sinh_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sinh_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sinh_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sqrt_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sqrt_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sqrt_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sqrt_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sqrt_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_square_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_square_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_square_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_square_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_square_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sub_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sub_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sub_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_sub_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_tan_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_tan_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_tan_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_tan_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_tan_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_tanh_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_tanh_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_tanh_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_tanh_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_tanh_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_true_divide_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_true_divide_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_true_divide_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_true_divide_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_true_divide_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_trunc_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_trunc_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_trunc_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_trunc_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_where_cuda_bool, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_where_cuda_float32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_where_cuda_float64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_where_cuda_int32, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_propagation_where_cuda_int64, test/inductor/test_op_dtype_prop.py::TestCaseCUDA::test_op_dtype_support_cuda 2025-09-07T08:41:18.8685065Z 2025-09-07T08:41:21.8741079Z 2025-09-07T08:41:21.8743295Z dynamo/test_verify_correctness 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_verify_correctness_1.1_ac68a7e560eb4a14_.log 2025-09-07T08:41:21.8745744Z Running 4 items in this shard: test/dynamo/test_verify_correctness.py::TestVerifyCorrectness::test_example_inputs, test/dynamo/test_verify_correctness.py::TestVerifyCorrectness::test_incorrect_verify_false, test/dynamo/test_verify_correctness.py::TestVerifyCorrectness::test_incorrect_verify_true, test/dynamo/test_verify_correctness.py::TestVerifyCorrectness::test_torchscript 2025-09-07T08:41:21.8747407Z 2025-09-07T08:41:22.0104440Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:41:22.0105914Z import pkg_resources 2025-09-07T08:41:22.3574608Z Running dynamo/test_python_dispatcher 1/1 ... [2025-09-07 08:41:22.357055] 2025-09-07T08:41:22.3575135Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:41:22.3577225Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_python_dispatcher.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:41:22.357431] 2025-09-07T08:41:25.0261957Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:41:25.0263330Z import pkg_resources 2025-09-07T08:41:25.3511464Z Running test_set_default_mobile_cpu_allocator 1/1 ... [2025-09-07 08:41:25.350745] 2025-09-07T08:41:25.3511971Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:41:25.3514272Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_set_default_mobile_cpu_allocator.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:41:25.351134] 2025-09-07T08:41:26.6801606Z 2025-09-07T08:41:26.6802929Z dynamo/test_python_dispatcher 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_python_dispatcher_1.1_979509f5401a4551_.log 2025-09-07T08:41:26.6805562Z Running 6 items in this shard: test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_dispatch_key1, test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_dispatch_key2, test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_dispatch_key3, test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_dispatch_key4, test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_dispatch_key_set_guard, test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_functorch_interpreter 2025-09-07T08:41:26.6807300Z 2025-09-07T08:41:28.8732209Z 2025-09-07T08:41:28.8733375Z test_set_default_mobile_cpu_allocator 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_set_default_mobile_cpu_allocator_1.1_a4ea86707c4fe663_.log 2025-09-07T08:41:28.8734889Z Running 2 items in this shard: test/test_set_default_mobile_cpu_allocator.py::TestSetDefaultMobileCPUAllocator::test_exception, test/test_set_default_mobile_cpu_allocator.py::TestSetDefaultMobileCPUAllocator::test_no_exception 2025-09-07T08:41:28.8735847Z 2025-09-07T08:41:29.8837528Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:41:29.8839019Z import pkg_resources 2025-09-07T08:41:30.2445636Z Running torch_np/test_indexing 1/1 ... [2025-09-07 08:41:30.244090] 2025-09-07T08:41:30.2446071Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:41:30.2447444Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_indexing.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:41:30.244454] 2025-09-07T08:41:32.0235561Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:41:32.0237009Z import pkg_resources 2025-09-07T08:41:32.3576398Z Running torch_np/test_scalars_0D_arrays 1/1 ... [2025-09-07 08:41:32.357253] 2025-09-07T08:41:32.3576859Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:41:32.3578812Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_scalars_0D_arrays.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:41:32.357623] 2025-09-07T08:41:35.9218768Z 2025-09-07T08:41:35.9219758Z torch_np/test_indexing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_indexing_1.1_6636eedcff77e14c_.log 2025-09-07T08:41:35.9221786Z Running 5 items in this shard: test/torch_np/test_indexing.py::TestAdvancedIndexing::test_advanced_separation_patterns, test/torch_np/test_indexing.py::TestAdvancedIndexing::test_broadcast_and_numpy_compatibility, test/torch_np/test_indexing.py::TestAdvancedIndexing::test_comprehensive_indexing, test/torch_np/test_indexing.py::TestAdvancedIndexing::test_ellipsis, test/torch_np/test_indexing.py::TestAdvancedIndexing::test_special_index_types 2025-09-07T08:41:35.9223109Z 2025-09-07T08:41:36.2306437Z 2025-09-07T08:41:36.2307723Z torch_np/test_scalars_0D_arrays 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_scalars_0D_arrays_1.1_498d330bbce555b5_.log 2025-09-07T08:41:36.2316955Z Running 33 items in this shard: test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_array_scalar_basic_array, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_array_scalar_basic_asarray, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_array_scalar_basic_asarray_int, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_array_scalar_basic_int64, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_conversion_to_int_array, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_conversion_to_int_asarray, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_conversion_to_int_asarray_int, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_conversion_to_int_int64, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_decay_to_py_scalar_array, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_decay_to_py_scalar_asarray, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_decay_to_py_scalar_asarray_int, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_decay_to_py_scalar_int64, test/torch_np/test_scalars_0D_arrays.py::TestArrayScalars::test_scalar_comparisons, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value0, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value1, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value10, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value11, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value4, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value5, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value6, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value7, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value8, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value9, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value_s, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_not_scalar_value_string, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_array_0D, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_array_1D, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_array_2D, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_float32, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_int, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_list, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_list-list, test/torch_np/test_scalars_0D_arrays.py::TestIsScalar::test_is_scalar_literal 2025-09-07T08:41:36.2324630Z 2025-09-07T08:41:39.0752458Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:41:39.0753729Z import pkg_resources 2025-09-07T08:41:39.3925551Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:41:39.3926987Z import pkg_resources 2025-09-07T08:41:39.4121365Z Running test_numba_integration 1/1 ... [2025-09-07 08:41:39.411833] 2025-09-07T08:41:39.4121777Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:41:39.4124470Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_numba_integration.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:41:39.412188] 2025-09-07T08:41:39.7300595Z Running dynamo/test_cudagraphs 1/1 ... [2025-09-07 08:41:39.729591] 2025-09-07T08:41:39.7301351Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:41:39.7302528Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_cudagraphs.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:41:39.729960] 2025-09-07T08:41:43.0339096Z 2025-09-07T08:41:43.0340124Z test_numba_integration 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_numba_integration_1.1_a02673fccb439df8_.log 2025-09-07T08:41:43.0344687Z Running 8 items in this shard: test/test_numba_integration.py::TestNumbaIntegration::test_active_device, test/test_numba_integration.py::TestNumbaIntegration::test_array_adaptor, test/test_numba_integration.py::TestNumbaIntegration::test_conversion_errors, test/test_numba_integration.py::TestNumbaIntegration::test_cuda_array_interface, test/test_numba_integration.py::TestNumbaIntegration::test_from_cuda_array_interface, test/test_numba_integration.py::TestNumbaIntegration::test_from_cuda_array_interface_active_device, test/test_numba_integration.py::TestNumbaIntegration::test_from_cuda_array_interface_inferred_strides, test/test_numba_integration.py::TestNumbaIntegration::test_from_cuda_array_interface_lifetime 2025-09-07T08:41:43.0348024Z 2025-09-07T08:41:45.7055758Z 2025-09-07T08:41:45.7057205Z dynamo/test_cudagraphs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_cudagraphs_1.1_057ccd95cb2dedbe_.log 2025-09-07T08:41:45.7059773Z Running 8 items in this shard: test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_basic, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_dead_fill, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_dtoh, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_factory, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_htod, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_mutate_constant, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_mutate_input, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_mutated_metadata 2025-09-07T08:41:45.7061504Z 2025-09-07T08:41:46.2224673Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:41:46.2226028Z import pkg_resources 2025-09-07T08:41:46.5592481Z Running dynamo/test_deviceguard 1/1 ... [2025-09-07 08:41:46.558769] 2025-09-07T08:41:46.5593085Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:41:46.5594115Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_deviceguard.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:41:46.559133] 2025-09-07T08:41:48.8837459Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:41:48.8839445Z import pkg_resources 2025-09-07T08:41:49.2182617Z Running torch_np/numpy_tests/lib/test_function_base 1/1 ... [2025-09-07 08:41:49.217786] 2025-09-07T08:41:49.2183139Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:41:49.2184661Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_function_base.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:41:49.218160] 2025-09-07T08:41:50.3307240Z 2025-09-07T08:41:50.3308322Z dynamo/test_deviceguard 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_deviceguard_1.1_cf2e06839341451a_.log 2025-09-07T08:41:50.3310357Z Running 4 items in this shard: test/dynamo/test_deviceguard.py::TestDeviceGuard::test_device_guard, test/dynamo/test_deviceguard.py::TestDeviceGuard::test_device_guard_no_index, test/dynamo/test_deviceguard.py::TestCUDADeviceGuard::test_device_guard, test/dynamo/test_deviceguard.py::TestCUDADeviceGuard::test_device_guard_no_index 2025-09-07T08:41:50.3311607Z 2025-09-07T08:41:53.4467022Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:41:53.4468355Z import pkg_resources 2025-09-07T08:41:53.7751005Z Running test_tensorboard 1/1 ... [2025-09-07 08:41:53.774634] 2025-09-07T08:41:53.7751426Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:41:53.7752799Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_tensorboard.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:41:53.774978] 2025-09-07T08:41:54.7937181Z 2025-09-07T08:41:54.7938207Z torch_np/numpy_tests/lib/test_function_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_function_base_1.1_58f553bff8b4e0bb_.log 2025-09-07T08:41:54.8080918Z Running 505 items in this shard: test/torch_np/numpy_tests/lib/test_function_base.py::TestRot90::test_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestRot90::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestRot90::test_rotation_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_3d_swap_axis0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_3d_swap_axis1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_3d_swap_axis2, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_4d, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_basic_lr, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_basic_ud, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_default_axis, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_multiple_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestAny::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestAny::test_nd, test/torch_np/numpy_tests/lib/test_function_base.py::TestAll::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestAll::test_nd, test/torch_np/numpy_tests/lib/test_function_base.py::TestCopy::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestCopy::test_order, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_average_class_without_dtype, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_basic_keepdims_x0_axis0_expected_avg0_weights0_expected_wavg0_expected_wsum0, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_basic_keepdims_x1_axis_0_expected_avg1_weights1_expected_wavg1_expected_wsum1, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_returned, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_upcasting, test/torch_np/numpy_tests/lib/test_function_base.py::TestAverage::test_weights, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_broadcasting, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_deprecated_empty, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_many_arguments, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_non_bool_deprecation, test/torch_np/numpy_tests/lib/test_function_base.py::TestSelect::test_return_dtype, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_0d, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_index_array_copied, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_index_floats, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_index_out_of_bounds_idx_-4, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_index_out_of_bounds_idx_4, test/torch_np/numpy_tests/lib/test_function_base.py::TestInsert::test_multidim, test/torch_np/numpy_tests/lib/test_function_base.py::TestAmax::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestAmin::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestPtp::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestCumsum::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestProd::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestCumprod::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_append, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_axis, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_n, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_nd, test/torch_np/numpy_tests/lib/test_function_base.py::TestDiff::test_prepend, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_0d, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_array_order_preserve, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_fancy, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_index_floats, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_single, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_single_item_array_[1], test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_single_item_array_array([1]), test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_single_item_array_non_int, test/torch_np/numpy_tests/lib/test_function_base.py::TestDelete::test_slices, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_args, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_badargs, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_f_decreasing_unsigned_int_f_dtype0, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_f_signed_int_big_jump_f_dtype0, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_f_signed_int_big_jump_f_dtype1, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_f_signed_int_big_jump_f_dtype2, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_f_signed_int_big_jump_f_dtype3, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_inexact_dtypes, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_second_order_accurate, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_spacing, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_specific_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_values, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_x_decreasing_unsigned_x_dtype0, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_x_signed_int_big_jump_x_dtype0, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_x_signed_int_big_jump_x_dtype1, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_x_signed_int_big_jump_x_dtype2, test/torch_np/numpy_tests/lib/test_function_base.py::TestGradient::test_x_signed_int_big_jump_x_dtype3, test/torch_np/numpy_tests/lib/test_function_base.py::TestAngle::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_all_zero, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_leading_skip, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_list_to_list, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_no_trim, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_overflow_arr0, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_size_zero, test/torch_np/numpy_tests/lib/test_function_base.py::TestTrimZeros::test_trailing_skip, 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test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype6_expected_dtype6_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype6_expected_dtype6_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype6_expected_dtype6_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype6_expected_dtype6_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_closest_observation_expected_20, 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test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_closest_observation_expected_20, 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test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_nan_1D_dtype_d, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_nan_1D_dtype_e, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_nan_1D_dtype_f, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_B, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_b, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_d, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_e, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_f, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_h, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_i, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_l, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_B, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_b, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_d, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_e, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_f, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_h, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_i, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_l, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nan_behavior, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nan_q, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_B, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_b, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_d, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_e, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_f, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_h, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_i, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_l, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_no_p_overwrite, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_out, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_out_nan, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_empty_dim, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_list, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_no_overwrite, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_out, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_overwrite, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_scalar_q, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_scalar_q_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_sequence, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_complex, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_correct_quantile_value, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_fraction, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_max_ulp, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_no_p_overwrite, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_hypo, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_averaged_inverted_cdf, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_closest_observation, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_hazen, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_higher, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_interpolated_inverted_cdf, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_inverted_cdf, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_linear, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_lower, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_median_unbiased, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_midpoint, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_nearest, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_normal_unbiased, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_weibull, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_B, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_b, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_h, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_i, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_l, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_scalar_nan, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_array_like, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_axis_keyword, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_basic_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_empty, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_extended_axis, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_extended_axis_invalid, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis0, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis3, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis4, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_nan_behavior, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_nan_behavior_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_nan_behavior_3, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_out, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_out_nan, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_overwrite_keyword, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_complex, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_B_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_H_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_b_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_g_type_out_G, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_h_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_l_type_out_D 2025-09-07T08:41:54.8217651Z 2025-09-07T08:41:57.9165772Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:41:57.9167277Z import pkg_resources 2025-09-07T08:41:58.0974417Z 2025-09-07T08:41:58.0975398Z test_tensorboard 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_tensorboard_1.1_a5f8ef242b40b24f_.log 2025-09-07T08:41:58.0987469Z Running 50 items in this shard: test/test_tensorboard.py::TestTensorBoardPyTorchNumpy::test_pytorch_autograd_np, test/test_tensorboard.py::TestTensorBoardPyTorchNumpy::test_pytorch_histogram, test/test_tensorboard.py::TestTensorBoardPyTorchNumpy::test_pytorch_histogram_raw, test/test_tensorboard.py::TestTensorBoardPyTorchNumpy::test_pytorch_np, test/test_tensorboard.py::TestTensorBoardPyTorchNumpy::test_pytorch_write, test/test_tensorboard.py::TestTensorBoardUtils::test_convert_to_HWC_dtype_remains_same, test/test_tensorboard.py::TestTensorBoardUtils::test_numpy_vid_uint8, test/test_tensorboard.py::TestTensorBoardUtils::test_prepare_video, test/test_tensorboard.py::TestTensorBoardUtils::test_to_HWC, test/test_tensorboard.py::TestTensorBoardWriter::test_writer, test/test_tensorboard.py::TestTensorBoardSummaryWriter::test_pathlib, test/test_tensorboard.py::TestTensorBoardSummaryWriter::test_summary_writer_close, test/test_tensorboard.py::TestTensorBoardSummaryWriter::test_summary_writer_ctx, test/test_tensorboard.py::TestTensorBoardEmbedding::test_embedding, test/test_tensorboard.py::TestTensorBoardEmbedding::test_embedding_64, test/test_tensorboard.py::TestTensorBoardSummary::test_audio, test/test_tensorboard.py::TestTensorBoardSummary::test_custom_scalars, test/test_tensorboard.py::TestTensorBoardSummary::test_empty_input, test/test_tensorboard.py::TestTensorBoardSummary::test_float32_image, test/test_tensorboard.py::TestTensorBoardSummary::test_histogram_auto, test/test_tensorboard.py::TestTensorBoardSummary::test_histogram_doane, test/test_tensorboard.py::TestTensorBoardSummary::test_histogram_fd, test/test_tensorboard.py::TestTensorBoardSummary::test_image_with_3_channel_batched, test/test_tensorboard.py::TestTensorBoardSummary::test_image_with_boxes, test/test_tensorboard.py::TestTensorBoardSummary::test_image_with_one_channel, test/test_tensorboard.py::TestTensorBoardSummary::test_image_with_one_channel_batched, test/test_tensorboard.py::TestTensorBoardSummary::test_image_without_channel, test/test_tensorboard.py::TestTensorBoardSummary::test_list_input, test/test_tensorboard.py::TestTensorBoardSummary::test_mesh, test/test_tensorboard.py::TestTensorBoardSummary::test_scalar_new_style, test/test_tensorboard.py::TestTensorBoardSummary::test_text, test/test_tensorboard.py::TestTensorBoardSummary::test_uint8_image, test/test_tensorboard.py::TestTensorBoardSummary::test_video, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_mlp_graph, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_nested_nn_squential, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_pytorch_graph, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_pytorch_graph_dict_input, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_torchvision_smoke, test/test_tensorboard.py::TestTensorBoardPytorchGraph::test_wrong_input_size, test/test_tensorboard.py::TestTensorBoardFigure::test_figure, test/test_tensorboard.py::TestTensorBoardFigure::test_figure_list, test/test_tensorboard.py::TestTensorBoardNumpy::test_pytorch_np_expect_fail, test/test_tensorboard.py::TestTensorBoardNumpy::test_scalar, test/test_tensorboard.py::TestTensorProtoSummary::test_complex_tensor_proto, test/test_tensorboard.py::TestTensorProtoSummary::test_empty_tensor_proto, test/test_tensorboard.py::TestTensorProtoSummary::test_float_tensor_proto, test/test_tensorboard.py::TestTensorProtoSummary::test_half_tensor_proto_bfloat16_proto_type_14, test/test_tensorboard.py::TestTensorProtoSummary::test_half_tensor_proto_float16_proto_type_19, test/test_tensorboard.py::TestTensorProtoSummary::test_int_tensor_proto, test/test_tensorboard.py::TestTensorProtoSummary::test_scalar_tensor_proto 2025-09-07T08:41:58.0998227Z 2025-09-07T08:41:58.2508499Z Running dynamo/test_higher_order_ops 1/1 ... [2025-09-07 08:41:58.250373] 2025-09-07T08:41:58.2508964Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:41:58.2510620Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_higher_order_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:41:58.250741] 2025-09-07T08:42:01.2548903Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:42:01.2550255Z import pkg_resources 2025-09-07T08:42:01.5876076Z Running dynamo/test_comptime 1/1 ... [2025-09-07 08:42:01.587132] 2025-09-07T08:42:01.5876549Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:42:01.5877605Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_comptime.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:42:01.587483] 2025-09-07T08:42:12.5224967Z 2025-09-07T08:42:12.5226286Z dynamo/test_comptime 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_comptime_1.1_9a4b9761149fdf6e_.log 2025-09-07T08:42:12.5230149Z Running 12 items in this shard: test/dynamo/test_comptime.py::ComptimeTests::test_get_local, test/dynamo/test_comptime.py::ComptimeTests::test_get_local_closure_variable, test/dynamo/test_comptime.py::ComptimeTests::test_graph_break, test/dynamo/test_comptime.py::ComptimeTests::test_print_bt, test/dynamo/test_comptime.py::ComptimeTests::test_print_direct, test/dynamo/test_comptime.py::ComptimeTests::test_print_disas, test/dynamo/test_comptime.py::ComptimeTests::test_print_graph, test/dynamo/test_comptime.py::ComptimeTests::test_print_guards, test/dynamo/test_comptime.py::ComptimeTests::test_print_locals, test/dynamo/test_comptime.py::ComptimeTests::test_print_single, test/dynamo/test_comptime.py::ComptimeTests::test_print_value_stack, test/dynamo/test_comptime.py::ComptimeTests::test_sleep 2025-09-07T08:42:12.5232649Z 2025-09-07T08:42:15.7103271Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:42:15.7104457Z import pkg_resources 2025-09-07T08:42:16.0436912Z Running test_datapipe 1/1 ... [2025-09-07 08:42:16.043250] 2025-09-07T08:42:16.0437574Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:42:16.0439019Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_datapipe.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:42:16.043612] 2025-09-07T08:42:30.8384228Z 2025-09-07T08:42:30.8385500Z test_datapipe 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_datapipe_1.1_60cf84fdd6ea7b7e_.log 2025-09-07T08:42:30.8406111Z Running 94 items in this shard: test/test_datapipe.py::TestDataChunk::test_as_string, test/test_datapipe.py::TestDataChunk::test_getitem, test/test_datapipe.py::TestDataChunk::test_iter, test/test_datapipe.py::TestDataChunk::test_len, test/test_datapipe.py::TestDataChunk::test_random_shuffle, test/test_datapipe.py::TestDataChunk::test_reverse, test/test_datapipe.py::TestDataChunk::test_sort, test/test_datapipe.py::TestStreamWrapper::test_api, test/test_datapipe.py::TestStreamWrapper::test_dir, test/test_datapipe.py::TestStreamWrapper::test_pickle, test/test_datapipe.py::TestStreamWrapper::test_repr, test/test_datapipe.py::TestIterableDataPipeBasic::test_demux_mux_datapipe, test/test_datapipe.py::TestIterableDataPipeBasic::test_groupby_iterable_datapipe, test/test_datapipe.py::TestIterableDataPipeBasic::test_listdirfiles_iterable_datapipe, test/test_datapipe.py::TestIterableDataPipeBasic::test_listdirfilesdeterministic_iterable_datapipe, test/test_datapipe.py::TestIterableDataPipeBasic::test_map_with_col_file_handle_datapipe, test/test_datapipe.py::TestIterableDataPipeBasic::test_openfilesfromdisk_iterable_datapipe, test/test_datapipe.py::TestIterableDataPipeBasic::test_routeddecoder_iterable_datapipe, test/test_datapipe.py::TestCaptureDataFrame::test_basic_capture, test/test_datapipe.py::TestDataFramesPipes::test_batch, test/test_datapipe.py::TestDataFramesPipes::test_capture, test/test_datapipe.py::TestDataFramesPipes::test_collate, test/test_datapipe.py::TestDataFramesPipes::test_filter, test/test_datapipe.py::TestDataFramesPipes::test_shuffle, test/test_datapipe.py::TestDataFramesPipes::test_unbatch, test/test_datapipe.py::TestFunctionalIterDataPipe::test_batch_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_collate_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_concat_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_demux_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_docstring, test/test_datapipe.py::TestFunctionalIterDataPipe::test_filter_datapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_fork_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_iterable_wrapper_datapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_map_dict_with_col_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_map_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_map_tuple_list_with_col_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_mux_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_sampler_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_serializable, test/test_datapipe.py::TestFunctionalIterDataPipe::test_serializable_with_dill, test/test_datapipe.py::TestFunctionalIterDataPipe::test_shuffler_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_stream_reader_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_unbatch_iterdatapipe, test/test_datapipe.py::TestFunctionalIterDataPipe::test_zip_iterdatapipe, test/test_datapipe.py::TestFunctionalMapDataPipe::test_batch_mapdatapipe, test/test_datapipe.py::TestFunctionalMapDataPipe::test_concat_mapdatapipe, test/test_datapipe.py::TestFunctionalMapDataPipe::test_docstring, test/test_datapipe.py::TestFunctionalMapDataPipe::test_map_mapdatapipe, test/test_datapipe.py::TestFunctionalMapDataPipe::test_sequence_wrapper_datapipe, test/test_datapipe.py::TestFunctionalMapDataPipe::test_serializable, 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test/test_datapipe.py::TestIterDataPipeCountSampleYielded::test_iterdatapipe_sample_yielded_return_self, test/test_datapipe.py::TestIterDataPipeGraphFastForward::test_simple_snapshot_custom_non_generator, test/test_datapipe.py::TestIterDataPipeGraphFastForward::test_simple_snapshot_custom_self_next, test/test_datapipe.py::TestIterDataPipeGraphFastForward::test_simple_snapshot_graph, test/test_datapipe.py::TestIterDataPipeGraphFastForward::test_simple_snapshot_graph_repeated, test/test_datapipe.py::TestIterDataPipeGraphFastForward::test_simple_snapshot_graph_with_serialization 2025-09-07T08:42:30.8426973Z 2025-09-07T08:42:30.9106885Z 2025-09-07T08:42:30.9107722Z export/test_nativert 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_nativert_1.1_faa6cdd5af904f26_.log 2025-09-07T08:42:30.9235952Z Running 407 items in this shard: test/export/test_nativert.py::NativeRTTestExport::test__scaled_dot_product_flash_attention_cpp_runtime_nonstrict, 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test/export/test_nativert.py::NativeRTTestExport::test_export_for_training_with_dynamic_shapes_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_for_training_with_mutation_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_for_training_with_state_dict_hooks_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_func_with_default_kwargs_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_func_with_keyword_only_args_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_func_with_kwargs_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_func_with_pytree_kwargs_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_func_with_var_keyword_args_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_func_with_var_keyword_pytree_args_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_func_with_var_postional_args_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_function_schema_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_graph_with_no_inputs_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_input_mutation_bug_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_input_mutation_dynamic_shape_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_input_mutation_static_shape_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_linear_preserve_dynamic_shape_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_max_nonstrict_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_max_onnx_reported_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_method_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_mod_constraints_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_module_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_preserve_linear_at_aot_level_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_preserve_linear_but_not_custom_op_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_scan_pytree_output_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_script_module_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_statically_known_true_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_then_compile_tensor_ctor_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_with_autocast_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_with_fake_tensor_inputs_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_with_fake_tensor_inputs_on_cuda_devices_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_with_inline_constraints_complex_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_with_inline_constraints_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_with_set_grad_enabled_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_export_with_wrong_inputs_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_external_call_non_strict_real_tensor_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_fake_inputs_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_fake_weights_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_filter_traceback_frames_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_float_conversion_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_float_conversion_from_int_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_fqn_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_from_node_metadata_export_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_full_on_scalar_tensor_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_function_holding_tensor_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_hints_wrapper_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_hoo_inline_users_issue_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_if_functional_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_if_post_autograd_op_preserved_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_inline_script_class_method_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_inline_script_class_method_recursive_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_inline_script_function_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_inline_script_method_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_int_shape_specialization_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_intermediate_shape_comp_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_is_exporting_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_is_non_negative_check_function_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_is_nonzero_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_isnonzero_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_issue_113041_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_issue_157289_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_istft_op_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_keep_composite_ops_invalid_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_keep_composite_ops_linear_convd_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_keep_composite_ops_linear_convd_for_training_ir_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_kwarg_dynamic_shapes_diff_order_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_kwargs_reorder_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_layer_norm_unbacked_normalized_shape_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_layer_sharing_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_lazy_module_kwargs_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_lifted_constants_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_linear_conv_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_malformed_fqn_from_source_name_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_map_buffers_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_map_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_mask_nonzero_static_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_masked_select_dynamic_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_math_pow_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_mismatched_dynamic_shapes_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_mixed_input_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_module_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_module_dict_key_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_module_input_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_module_input_subclasses_parameterization_nested_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_module_list_slice_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_module_with_dict_container_inp_out_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_modules_access_for_deleted_submodule_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_more_multidimensional_slicing_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_multidimensional_slicing_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_multinomial_dynamic_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_multiple_definitions_same_name_dim_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_nested_dynamic_shapes_spec_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_nested_module_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_nested_module_with_constant_buffer_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_nested_module_with_init_buffer_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_nested_module_with_parameter_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_nn_module_stack_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_nn_module_stack_shared_submodule_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_no_check_is_size_error_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_no_suggested_fixes_for_data_dependent_errors_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_no_tensor_computation_2_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_no_tensor_computation_3_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_no_tensor_computation_4_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_no_tensor_computation_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_non_arg_name_dynamic_shapes_api_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_non_arg_name_dynamic_shapes_api_with_container_type_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_non_persistent_buffer_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_non_strict_dynamic_shapes_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_non_strict_dynamic_shapes_suggested_fixes_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_none_buffers_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_nonstrict_retrace_preserves_metadata_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_nonzero_2_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_nonzero_dynamic_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_not_registered_parameter_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_operator_aten_tensor_mode_variant_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_output_node_name_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_pad_sequence_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_param_util_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_partial_patched_forward_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_placeholder_naming_collisions_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_placeholder_naming_collisions_hoo_subgraphs_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_placeholder_naming_order_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_placeholder_naming_order_variadic_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_placeholder_update_preserving_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_predispatch_cond_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_predispatch_grad_wrappers_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_preserve_module_call_signature_unflatten_specialization_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_preserve_requires_grad_placeholders_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_preserve_shape_dynamism_for_unused_inputs_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_profiling_code_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_python_asserts_with_sym_int_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_pytree_register_data_class_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_pytree_register_nested_data_class_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_range_constraints_with_replacement_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_real_tensor_alias_dtype_mismatch_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_real_tensor_bool_cast_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_real_tensor_errors_on_aliasing_custom_op_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_real_tensor_for_max_op_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_real_tensor_size_mismatch_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_redundant_assert_max_upper_bound_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_redundant_asserts_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_refine_dynamic_shapes_from_suggested_fixes_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_register_constant_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_repeat_interleave_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_replace_unbacked_with_very_large_upperbound_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_replaced_unbacked_bindings_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_reshape_view_helper_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_retracable_ep_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_retrace_pre_autograd_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_run_decomposition_supports_user_input_mutation_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_run_decompositions_keep_metadata_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_run_decompositions_keep_tensor_constant_metadata_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_runtime_assert_for_prim_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_runtime_assert_for_prm_str_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_runtime_assert_with_size_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_sdpa_gqa_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_sequential_slicing_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_set_example_inputs_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_set_grad_as_side_effect_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_set_grad_empty_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_set_grad_unflatten_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_setgrad_lifted_tensor_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_shared_submodule_nn_module_stack_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_simple_export_for_training_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_simple_unbacked_view_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_size_input_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_slice_nn_module_stack_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_solver_unsupported_sympy_function_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_specialize_derived_dim_roots_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_split_const_gm_with_lifted_constants_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_stack_trace_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_stack_trace_make_fx_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_state_primitives_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_state_shape_attribute_assignment_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_state_tensors_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_static_dim_constraints_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_subclass_nested_attr_access_complicated_metadata_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_subclass_nested_attr_access_const_metadata_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_subclass_nested_attr_access_const_metadata_not_top_level_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_subclass_nested_attr_access_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_subclass_nested_attr_access_submodule_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_subclasses_parameterization_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_subclasses_parameterization_nested_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_suggest_torch_checks_with_non_negative_check_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_suggest_torch_checks_with_regular_check_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_suggested_fixes_for_data_dependent_errors_basic_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_suggested_fixes_new_roots_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_sym_float_operators_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_sym_or_sym_and_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_sym_sqrt_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_symbool_item_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_symfloat_item_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_symint_input_additional_inputs_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_symint_input_basic_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_symint_input_ranges_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_symint_input_shapes_collection_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_symint_input_specialization_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_symint_item_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_symint_output_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_symint_tensor_return_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_tensor_attribute_zero_args_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_tensor_constant_aten_to_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_tensor_constant_with_wrapped_method_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_to_module_with_mutated_buffer_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_to_module_with_mutated_buffer_multiple_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_tolist_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_torch_check_eq_commutativity_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_torch_fn_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_trace_under_fake_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_train_eval_on_exported_preautograd_module_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unbacked_3d_matmul_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unbacked_bincount_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unbacked_bindings_for_divisible_u_symint_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unbacked_deferred_runtime_retrace_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unbacked_expand_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unbacked_infer_size_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unbacked_kth_value_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unbacked_linear_layer_norm_input_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unbacked_noncontig_lin_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unbacked_pad_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unbacked_scalar_constructor_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unbacked_slice_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unbacked_to_cond_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unbacked_to_cond_passthrough_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unbacked_unsqueeze_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unflatten_asserts_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unflatten_buffer_update_child2parent_swap_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unflatten_closure_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unflatten_isinstance_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unflatten_multiple_graphs_dispatch_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unflatten_multiple_graphs_shared_submodule_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unflatten_multiple_graphs_state_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unflatten_no_unroll_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unflatten_placeholder_update_child2parent_swap_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unflatten_placeholder_update_grandchild2cousin_swap_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unflatten_random_dag_5_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unflatten_random_dag_6_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unflatten_random_dag_buf_8_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unflatten_random_dag_const_preserving_3_1_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unflatten_random_dag_const_preserving_3_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unflatten_random_dag_mutating_buf_4_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unflatten_random_dag_mutating_buf_6_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unflatten_random_dag_mutating_buf_9_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unflatten_random_dag_preserving_4_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unused_aliases_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_unused_constant_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_use_embedding_twice_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_user_input_and_buffer_mutation_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_vmap_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_while_loop_assert_separation_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_while_loop_index_assertions_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_while_loop_simple_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_while_loop_tensor_constant_idx_cpp_runtime_nonstrict, test/export/test_nativert.py::NativeRTTestExport::test_wrapper_module_cpp_runtime_nonstrict 2025-09-07T08:42:30.9355905Z 2025-09-07T08:42:33.9944922Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:42:33.9946044Z import pkg_resources 2025-09-07T08:42:34.1260522Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:42:34.1261975Z import pkg_resources 2025-09-07T08:42:34.3310624Z Running dynamo/test_debug_utils 1/1 ... [2025-09-07 08:42:34.330569] 2025-09-07T08:42:34.3311079Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:42:34.3313422Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_debug_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:42:34.331006] 2025-09-07T08:42:34.4630043Z Running test_out_dtype_op 1/1 ... [2025-09-07 08:42:34.462556] 2025-09-07T08:42:34.4630688Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:42:34.4631954Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_out_dtype_op.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:42:34.462909] 2025-09-07T08:42:38.4544191Z 2025-09-07T08:42:38.4545268Z dynamo/test_debug_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_debug_utils_1.1_ec1b05b3583f8a89_.log 2025-09-07T08:42:38.4548100Z Running 4 items in this shard: test/dynamo/test_debug_utils.py::TestDebugUtilsCUDA::test_cast_model_to_fp64_dtype_args_cuda, test/dynamo/test_debug_utils.py::TestDebugUtilsCUDA::test_generate_env_vars_string_cuda, test/dynamo/test_debug_utils.py::TestDebugUtilsDeviceCUDA::test_aot_graph_parser_cuda, test/dynamo/test_debug_utils.py::TestDebugUtilsDeviceCUDA::test_sym_aot_graph_parser_cuda 2025-09-07T08:42:38.4550163Z 2025-09-07T08:42:41.3413120Z 2025-09-07T08:42:41.3414219Z test_out_dtype_op 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_out_dtype_op_1.1_086e380749e8b937_.log 2025-09-07T08:42:41.3417316Z Running 12 items in this shard: test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_dynamo, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_inductor_decomp, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_inductor_decomp_trace, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_int_mm_default_trace, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_make_fx, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_mm_numerical, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_mul_scalar_numerical, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_no_autograd, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_non_functional, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_non_op_overload, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_op_functional, test/test_out_dtype_op.py::TestOutDtypeOp::test_out_dtype_wrong_output 2025-09-07T08:42:41.3419986Z 2025-09-07T08:42:41.6460893Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:42:41.6462286Z import pkg_resources 2025-09-07T08:42:41.9886482Z Running functorch/test_eager_transforms 1/1 ... [2025-09-07 08:42:41.988146] 2025-09-07T08:42:41.9887116Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:42:41.9888693Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_eager_transforms.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:42:41.988528] 2025-09-07T08:42:44.5105825Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:42:44.5107308Z import pkg_resources 2025-09-07T08:42:44.8540374Z Running export/test_hop 1/1 ... [2025-09-07 08:42:44.853610] 2025-09-07T08:42:44.8540893Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:42:44.8544554Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_hop.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:42:44.854191] 2025-09-07T08:42:52.4696083Z 2025-09-07T08:42:52.4697591Z dynamo/test_higher_order_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_higher_order_ops_1.1_0ff59972a78c975c_.log 2025-09-07T08:42:52.4806158Z Running 229 items in this shard: test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_access_module_attr, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_allow_python_side_effects_utility, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_constants, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_global_num, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_global_num_adds_guard, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_input_num, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_numpy_number, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_tracked, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_tracked_nested, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_untracked_global, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_untracked_global_nested, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_untracked_nonlocal, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_value_created_in_subgraph, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_concat_unbacked_shape_tensor, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_branches_no_arguments, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_branches_no_arguments_no_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_free_variable_in_both_branches, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_graph_break_in_one_branch, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_pytree_operands, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_pytree_operands_with_non_tensor_leaves, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_side_effect_in_one_branches, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_source_fn_stack, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_subgraph_name_is_valid, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_with_constant_pred, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_with_empty_operands, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_dynamic_shapes_over_vmap_batch_size, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_enum_arg, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_error_message_sane, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_fallback_on_graph_break_complicated, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_fallback_on_graph_break_simple, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_flat_list_output, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_fn_with_kwargs_in_torch_ops, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_freevars_as_inputs_to_wrap, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_grad_source_fn_stack, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hints_wrapper, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hints_wrapper_incorrect_type, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hints_wrapper_no_hints, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hints_wrapper_pytree_inputs, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hooks, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hopify_generic_wrap, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_inlined_functions, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_internal_nonlocal, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_lift_tensor_constant, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_lift_tensors_with_compound_expressions, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_lift_tensors_with_shared_symbols, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_make_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_example_value_metadata_consistent_with_eager, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_graph_break, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_kwargs, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_lowers_to_graph, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_multi_return, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_pytree_return, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_side_effect, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_source_fn_stack, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_subgraph_name_is_valid, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_symint_input, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_modules, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_nested_tuple_output, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_nested_wrap, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_no_freevars, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_output_with_dict, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_register_mode, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_register_subclass, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_return_captured_var, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_return_captured_var_used_multiple_times, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_return_captured_vars, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_same_freevar_twice, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_del_existing_attr_global_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_del_existing_attr_global_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_del_existing_attr_nonlocal_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_del_existing_attr_nonlocal_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_in_body, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_local_list_append_no_graph_break, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_global_list, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_global_num, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_global_num_builtin, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_global_tensor, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_global_tensor_builtin, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_nonlocal_num, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_nonlocal_num_builtin, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_nonlocal_tensor, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_nonlocal_tensor_builtin, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_nested_nonlocal_list_append_graph_break, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_nonlocal_list_append_graph_break, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_existing_attr_global_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_existing_attr_global_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_existing_attr_nonlocal_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_existing_attr_nonlocal_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_new_attr_global_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_new_attr_global_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_new_attr_nonlocal_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_new_attr_nonlocal_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_support_float_in_output, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_symint_in_slice, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_symint_input, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_tensor_and_unbacked_symbol_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_tensor_to_list_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_tensor_with_unbacked_shape_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_unbacked_symbol_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_vmap_multiply_scalar, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_vmap_source_fn_stack, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_all_kwarg, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_allow_local_assign_in_body_fn, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_default, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_default_else_branch, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_default_if_branch, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_int, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_only, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_recompile, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_pytree_args_nested, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_pytree_args_not_const_symint_tensor, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_pytree_args_with_symint_constant, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_pytree_kwargs, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_source_fn_stack, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_subgraph_name_is_valid, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_dual_level_guard, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_emit_functorch_guard_if_active, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_grad_guard_fail, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_jvp_guard_fail, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_linearize_recompiles, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_grad_guard_ok, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_grad_vmap_guard_fail, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_guard_fail, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_guard_fail_different_state, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_guard_ok, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_recompile_different_states, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_functional_call, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_functional_call_disable_inline_nn_module, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_functional_call_sequential_params_and_buffers, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_call_compiled_backward_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_call_torch_compile_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_capture_tensor, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_closure_scalar, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_fn_with_kwargs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_freevar_python_scalar, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_freevar_tensor, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_non_tensor_input, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_over_grad, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_pytree, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_recompile, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_two_tensor_all_grad_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_two_tensor_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_with_graph_break, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_with_side_effect, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_hessian, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_hessian_argnums, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacfwd, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacfwd_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacfwd_randomness, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacfwd_two_tensors_argnums, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacrev, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacrev_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacrev_two_tensors_argnums, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_call_torch_compile_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_freevar_python_scalar, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_freevar_tensor, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_jvp, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_simple, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_two_tensors_disable_enable_disable_grad, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_two_tensors_disable_grad, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_two_tensors_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_linearize_jvp_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp_call_compiled_backward_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp_multiple_outputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp_multiple_outputs_python_struct, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_call_compiled_backward_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_call_torch_compile_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_free_const, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_free_tensor, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_get_wrapped, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_kwargs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_invocation_in_dims, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_invocation_out_dims, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_outputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_outputs_diff_dims, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_outputs_out_dims_tuple, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_new_tensor_implicit_via_op, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_new_tensor_in_body, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_new_tensor_unused_in_body, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_out_dims_None, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_over_vmap_captured, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_over_vmap_two_inputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_previous_illegal_op_no_graph_break, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_pytree_inputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_recompile, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_recompile_different_config, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_recompile_same_config, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_recompile_with_randomness, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_side_effects, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_side_effects_append_input, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_two_inputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_two_inputs_tuple_in_dims, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_with_conditional_graph_break, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_with_graph_break, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_with_graph_break_2, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_with_graph_break_lambda, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_cond_with_invalid_kwargs, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_cond_with_kwargs, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_cond_with_mismatched_output, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_dropout, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_dropout_inductor, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_fallback, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_flop_counter_for_cond, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_flop_counter_for_cond_unbalanced_branches, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_flop_counter_for_nested_cond, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_function, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_function_with_kwargs, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_module, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_non_aliasing_util, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_override_fallthrough_dispatch_key, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_aot_eager_auto_functionalize_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_aot_eager_cond_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_aot_eager_invoke_quant_packed_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_aot_eager_invoke_quant_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_aot_eager_invoke_subgraph_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_aot_eager_while_loop_stack_output_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_inductor_auto_functionalize_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_inductor_cond_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_inductor_invoke_quant_packed_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_inductor_invoke_quant_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_inductor_invoke_subgraph_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_inductor_while_loop_stack_output_simple_cuda_float32 2025-09-07T08:42:52.4902118Z 2025-09-07T08:42:55.6679386Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:42:55.6680751Z import pkg_resources 2025-09-07T08:42:56.0116059Z Running profiler/test_cpp_thread 1/1 ... [2025-09-07 08:42:56.011169] 2025-09-07T08:42:56.0116700Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:42:56.0117996Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_cpp_thread.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:42:56.011543] 2025-09-07T08:42:57.6857236Z 2025-09-07T08:42:57.6858688Z functorch/test_eager_transforms 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_eager_transforms_1.1_7ba531aafb5be67f_.log 2025-09-07T08:42:57.6970252Z Running 355 items in this shard: test/functorch/test_eager_transforms.py::TestSliceArgnums::test_argnums_reorders, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_duplicate_argnums, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_flat_args_with_negative_int_argnum, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_flat_args_with_positive_int_argnum, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_flat_args_with_tuple_argnum, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_invalid_argnum_type, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_not_enough_argnums, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_out_of_bounds_argnum_values, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_pytree_args, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_buffer_tying, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_combine_state_for_ensemble_error, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_combine_state_for_ensemble_smoke, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_correctness_mnist_mechanism_functional_call, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_correctness_mnist_mechanism_make_functional, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_disable_autograd_tracking_disable_autograd_tracking_False, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_disable_autograd_tracking_disable_autograd_tracking_True, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_make_functional_state_correctly_returned_after_forward_mechanism_functional_call, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_make_functional_state_correctly_returned_after_forward_mechanism_make_functional, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_parameter_tying, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_parameter_tying_ensemble, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_parameter_tying_grad, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_stack_module_state_error, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_stack_module_state_leaf, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_stack_module_state_mismatch_error, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_stack_module_state_smoke, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_using_detach_functional_call_detach_params_False, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_using_detach_functional_call_detach_params_True, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_with_buffers_disable_autograd_tracking_disable_autograd_tracking_False, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_with_buffers_disable_autograd_tracking_disable_autograd_tracking_True, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_advanced_indexing_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_argnums_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_composed_with_autograd_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_composite_complicated_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_composite_simple_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_composite_two_ops_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_conj_bit_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_dtype_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_escaped_wrappers_are_ignored_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_escaped_wrappers_are_marked_as_dead_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_fn_with_kwargs_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_functional_init_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_functional_init_with_buffers_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_grad_aux_pytree_cuda, test/functorch/test_eager_transforms.py::TestGradTransformCUDA::test_grad_aux_tensor_cuda, 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test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_autograd_function_no_setup_context_transform_jacrev_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_autograd_function_no_setup_context_transform_vmap_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_autograd_functional_jacfwd_inside_transform_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_autograd_functional_jacrev_inside_transform_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_autograd_functional_jvp_inside_transform_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_autograd_functional_vjp_inside_transform_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_can_use_functionalize_when_key_is_excluded_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_can_use_grad_when_key_is_excluded_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_can_use_vmap_when_key_is_excluded_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_deprecation_transforms_transform_functionalize_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_deprecation_transforms_transform_grad_and_value_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_deprecation_transforms_transform_grad_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_deprecation_transforms_transform_hessian_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_deprecation_transforms_transform_jacfwd_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_deprecation_transforms_transform_jacrev_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_deprecation_vmap_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_grad_grad_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_grad_vjp_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_grad_vmap_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_jvp_supports_saved_tensor_hooks_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_make_fx_jacrev_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_make_fx_vjp_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_make_fx_vmap_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_no_warning_on_import_functorch_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_requires_grad_inside_transform_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_retain_grad_inside_transform_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_transforms_dont_support_saved_tensor_hooks_transform_grad_and_value_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_transforms_dont_support_saved_tensor_hooks_transform_grad_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_transforms_dont_support_saved_tensor_hooks_transform_hessian_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_transforms_dont_support_saved_tensor_hooks_transform_jacrev_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_vjp_doesnt_support_saved_tensor_hooks_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_vjp_grad_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_vjp_vjp_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_vjp_vmap_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_vmap_grad_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_vmap_vjp_cuda, test/functorch/test_eager_transforms.py::TestComposabilityCUDA::test_vmap_vmap_cuda, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCUDA::test_ensemble_regression_mechanism_functional_call_cuda, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCUDA::test_ensemble_regression_mechanism_make_functional_cuda, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCUDA::test_find_learning_rate_ensembling_AlphaDropout_mechanism_functional_call_cuda, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCUDA::test_find_learning_rate_ensembling_AlphaDropout_mechanism_make_functional_cuda, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCUDA::test_find_learning_rate_ensembling_Dropout_mechanism_functional_call_cuda, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCUDA::test_find_learning_rate_ensembling_Dropout_mechanism_make_functional_cuda, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCUDA::test_find_learning_rate_ensembling_FeatureAlphaDropout_mechanism_functional_call_cuda, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCUDA::test_find_learning_rate_ensembling_FeatureAlphaDropout_mechanism_make_functional_cuda, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCUDA::test_lennard_jones_batched_jac_jac_jacfwd_cuda, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCUDA::test_lennard_jones_batched_jac_jac_jacrev_cuda, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCUDA::test_maml_omniglot_mechanism_functional_call_cuda, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCUDA::test_maml_omniglot_mechanism_make_functional_cuda, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCUDA::test_maml_regression_mechanism_functional_call_cuda, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCUDA::test_maml_regression_mechanism_make_functional_cuda, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCUDA::test_resnet18_per_sample_grads_mechanism_functional_call_cuda, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCUDA::test_resnet18_per_sample_grads_mechanism_make_functional_cuda, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCUDA::test_update_batch_norm_mechanism_functional_call_originally_track_running_stats_False_cuda, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCUDA::test_update_batch_norm_mechanism_functional_call_originally_track_running_stats_True_cuda, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCUDA::test_update_batch_norm_mechanism_make_functional_originally_track_running_stats_False_cuda, test/functorch/test_eager_transforms.py::TestExamplesCorrectnessCUDA::test_update_batch_norm_mechanism_make_functional_originally_track_running_stats_True_cuda, test/functorch/test_eager_transforms.py::TestHigherOrderOperatorInteractionCUDA::test_basic_sum_cuda, test/functorch/test_eager_transforms.py::TestHigherOrderOperatorInteractionCUDA::test_functional_call_multiple_dicts_cuda, test/functorch/test_eager_transforms.py::TestHigherOrderOperatorInteractionCUDA::test_grad_grad_sum_cuda, test/functorch/test_eager_transforms.py::TestHigherOrderOperatorInteractionCUDA::test_grad_name_wrapping_cuda, test/functorch/test_eager_transforms.py::TestHigherOrderOperatorInteractionCUDA::test_grad_sum_cuda, test/functorch/test_eager_transforms.py::TestHigherOrderOperatorInteractionCUDA::test_no_grad_inside_grad_cuda, test/functorch/test_eager_transforms.py::TestHigherOrderOperatorInteractionCUDA::test_no_grad_outside_grad_cuda, test/functorch/test_eager_transforms.py::TestHigherOrderOperatorInteractionCUDA::test_vmap_grad_sum_cuda, test/functorch/test_eager_transforms.py::TestHigherOrderOperatorInteractionCUDA::test_vmap_sum_cuda, test/functorch/test_eager_transforms.py::TestFunctionalizeCUDA::test_functionalize_fake_tensors_cuda, test/functorch/test_eager_transforms.py::TestFunctionalizeCUDA::test_functionalize_fx_multi_out_op_cuda, test/functorch/test_eager_transforms.py::TestFunctionalizeCUDA::test_functionalize_fx_out_op_cuda, test/functorch/test_eager_transforms.py::TestFunctionalizeCUDA::test_functionalize_fx_reapply_views_simple_cuda, test/functorch/test_eager_transforms.py::TestFunctionalizeCUDA::test_functionalize_fx_simple_cuda, test/functorch/test_eager_transforms.py::TestFunctionalizeCUDA::test_functionalize_fx_transpose_simple_cuda, test/functorch/test_eager_transforms.py::TestFunctionalizeCUDA::test_functionalize_grad_cuda, test/functorch/test_eager_transforms.py::TestFunctionalizeCUDA::test_functionalize_nonfunctional_output_cuda, test/functorch/test_eager_transforms.py::TestFunctionalizeCUDA::test_functionalize_opt_tensor_list_cuda, test/functorch/test_eager_transforms.py::TestFunctionalizeCUDA::test_functionalize_optional_tensorlist1_cuda, test/functorch/test_eager_transforms.py::TestFunctionalizeCUDA::test_functionalize_optional_tensorlist2_cuda, test/functorch/test_eager_transforms.py::TestFunctionalizeCUDA::test_inplace_view_cuda, test/functorch/test_eager_transforms.py::TestFunctionalizeCUDA::test_linear_cuda, test/functorch/test_eager_transforms.py::TestFunctionalizeCUDA::test_multioutput_inplace_slice_view_cuda, test/functorch/test_eager_transforms.py::TestFunctionalizeCUDA::test_multioutput_view_cuda, test/functorch/test_eager_transforms.py::TestFunctionalizeCUDA::test_resize_program_inputs_cuda, test/functorch/test_eager_transforms.py::TestFunctionalizeCUDA::test_simple_view_cuda, test/functorch/test_eager_transforms.py::TestFunctionalizeCUDA::test_vmap_functionalize_jvp_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_False_save_for_jvp_save_tensors_input_mark_dirty_False_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_False_save_for_jvp_save_tensors_input_mark_dirty_True_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_False_save_for_jvp_save_tensors_neither_mark_dirty_False_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_False_save_for_jvp_save_tensors_neither_mark_dirty_True_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_False_save_for_jvp_save_tensors_output_mark_dirty_False_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_False_save_for_jvp_save_tensors_output_mark_dirty_True_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_False_save_for_vjp_save_tensors_input_mark_dirty_False_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_False_save_for_vjp_save_tensors_input_mark_dirty_True_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_False_save_for_vjp_save_tensors_neither_mark_dirty_False_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_False_save_for_vjp_save_tensors_neither_mark_dirty_True_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_False_save_for_vjp_save_tensors_output_mark_dirty_False_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_False_save_for_vjp_save_tensors_output_mark_dirty_True_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_True_save_for_jvp_save_tensors_input_mark_dirty_False_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_True_save_for_jvp_save_tensors_input_mark_dirty_True_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_True_save_for_jvp_save_tensors_neither_mark_dirty_False_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_True_save_for_jvp_save_tensors_neither_mark_dirty_True_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_True_save_for_jvp_save_tensors_output_mark_dirty_False_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_True_save_for_jvp_save_tensors_output_mark_dirty_True_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_True_save_for_vjp_save_tensors_input_mark_dirty_False_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_True_save_for_vjp_save_tensors_input_mark_dirty_True_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_True_save_for_vjp_save_tensors_neither_mark_dirty_False_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_True_save_for_vjp_save_tensors_neither_mark_dirty_True_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_True_save_for_vjp_save_tensors_output_mark_dirty_False_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_function_returns_input_inner_requires_grad_True_save_for_vjp_save_tensors_output_mark_dirty_True_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_grad_fn_name_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_needs_input_grads_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_once_differentiable_autograd_vjp_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_once_differentiable_grad_vjp_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionCUDA::test_set_materialize_grads_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICUDA::test_has_vmap_staticmethod_and_has_generate_vmap_rule_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICUDA::test_in_dims_multiple_inputs_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICUDA::test_in_dims_single_input_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICUDA::test_incompatible_out_dims_error_msg_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICUDA::test_info_object_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICUDA::test_kwarg_only_tensors_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICUDA::test_no_vmap_staticmethod_and_no_generate_vmap_rule_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICUDA::test_none_returns_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICUDA::test_should_have_two_returns_cuda, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICUDA::test_skips_empty_layer_cuda, test/functorch/test_eager_transforms.py::TestHelpersCUDA::test_CtxWithSavedTensors_error_if_name_collision_cuda, test/functorch/test_eager_transforms.py::TestHelpersCUDA::test_CtxWithSavedTensors_nesting_cuda, test/functorch/test_eager_transforms.py::TestHelpersCUDA::test_CtxWithSavedTensors_overrides_saved_tensors_cuda, test/functorch/test_eager_transforms.py::TestHelpersCUDA::test_CtxWithSavedTensors_passthrough_cuda, test/functorch/test_eager_transforms.py::TestHelpersCUDA::test_debug_unwrap_cuda, test/functorch/test_eager_transforms.py::TestHelpersCUDA::test_reductify_leaf_cuda, test/functorch/test_eager_transforms.py::TestCompileTransformsCUDA::test_compile_vmap_hessian_cuda, test/functorch/test_eager_transforms.py::TestCompileTransformsCUDA::test_grad_deprecated_api_cuda 2025-09-07T08:42:57.7075272Z 2025-09-07T08:43:00.4346876Z 2025-09-07T08:43:00.4347920Z profiler/test_cpp_thread 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_cpp_thread_1.1_ebbb84b4e9cc6f5f_.log 2025-09-07T08:43:00.4351664Z Running 6 items in this shard: test/profiler/test_cpp_thread.py::CppThreadTestCUDA::test_profile_memory_cuda, test/profiler/test_cpp_thread.py::CppThreadTestCUDA::test_with_enable_profiler_in_child_thread_cuda, test/profiler/test_cpp_thread.py::CppThreadTestCUDA::test_without_enable_profiler_in_child_thread_cuda, test/profiler/test_cpp_thread.py::CppThreadTestXPU::test_profile_memory_xpu, test/profiler/test_cpp_thread.py::CppThreadTestXPU::test_with_enable_profiler_in_child_thread_xpu, test/profiler/test_cpp_thread.py::CppThreadTestXPU::test_without_enable_profiler_in_child_thread_xpu 2025-09-07T08:43:00.4353476Z 2025-09-07T08:43:00.8297153Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:43:00.8298487Z import pkg_resources 2025-09-07T08:43:01.1627195Z Running inductor/test_auto_functionalize 1/1 ... [2025-09-07 08:43:01.162273] 2025-09-07T08:43:01.1627819Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:43:01.1629343Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_auto_functionalize.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:43:01.162619] 2025-09-07T08:43:03.5738486Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:43:03.5739844Z import pkg_resources 2025-09-07T08:43:03.9134187Z Running test_cuda_sanitizer 1/1 ... [2025-09-07 08:43:03.912973] 2025-09-07T08:43:03.9134825Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:43:03.9136607Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_cuda_sanitizer.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:43:03.913343] 2025-09-07T08:43:05.3654311Z 2025-09-07T08:43:05.3655397Z export/test_hop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_hop_1.1_dfc0790f43fdb6d6_.log 2025-09-07T08:43:05.3669250Z Running 40 items in this shard: test/export/test_hop.py::TestHOPCUDA::test_aot_export_auto_functionalize_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_aot_export_cond_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_aot_export_flex_attention_backward_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_aot_export_flex_attention_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_aot_export_invoke_quant_packed_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_aot_export_invoke_quant_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_aot_export_invoke_subgraph_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_aot_export_scan_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_aot_export_while_loop_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_aot_export_while_loop_stack_output_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_auto_functionalize_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_cond_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_flex_attention_backward_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_flex_attention_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_invoke_quant_packed_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_invoke_quant_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_invoke_subgraph_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_scan_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_while_loop_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_while_loop_stack_output_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_auto_functionalize_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_cond_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_flex_attention_backward_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_flex_attention_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_invoke_quant_packed_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_invoke_quant_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_invoke_subgraph_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_scan_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_while_loop_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_while_loop_stack_output_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_auto_functionalize_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_cond_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_flex_attention_backward_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_flex_attention_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_invoke_quant_packed_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_invoke_quant_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_invoke_subgraph_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_scan_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_while_loop_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_while_loop_stack_output_simple_cuda_float32 2025-09-07T08:43:05.3679655Z 2025-09-07T08:43:07.5346861Z 2025-09-07T08:43:07.5347971Z test_cuda_sanitizer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_sanitizer_1.1_0417fa93fc3048fa_.log 2025-09-07T08:43:07.5356222Z Running 31 items in this shard: test/test_cuda_sanitizer.py::TestArgumentHandler::test_add, test/test_cuda_sanitizer.py::TestArgumentHandler::test_cat, test/test_cuda_sanitizer.py::TestArgumentHandler::test_inplace, test/test_cuda_sanitizer.py::TestArgumentHandler::test_nonzero, test/test_cuda_sanitizer.py::TestArgumentHandler::test_out, test/test_cuda_sanitizer.py::TestArgumentHandler::test_split, test/test_cuda_sanitizer.py::TestArgumentHandler::test_tensor_names, test/test_cuda_sanitizer.py::TestEventHandler::test_all_reads_checked_failing, test/test_cuda_sanitizer.py::TestEventHandler::test_all_reads_checked_passing, test/test_cuda_sanitizer.py::TestEventHandler::test_branch_sync, test/test_cuda_sanitizer.py::TestEventHandler::test_chain_sync, test/test_cuda_sanitizer.py::TestEventHandler::test_correct_state_merging, test/test_cuda_sanitizer.py::TestEventHandler::test_deleted_record, test/test_cuda_sanitizer.py::TestEventHandler::test_device_synchronization_expired, test/test_cuda_sanitizer.py::TestEventHandler::test_device_synchronize, test/test_cuda_sanitizer.py::TestEventHandler::test_empty_kernel_launch, test/test_cuda_sanitizer.py::TestEventHandler::test_event_synchronize, test/test_cuda_sanitizer.py::TestEventHandler::test_expired_record, test/test_cuda_sanitizer.py::TestEventHandler::test_multiple_errors, test/test_cuda_sanitizer.py::TestEventHandler::test_multiple_wait, test/test_cuda_sanitizer.py::TestEventHandler::test_new_stream_is_synchronized, test/test_cuda_sanitizer.py::TestEventHandler::test_reads_check_last_write, test/test_cuda_sanitizer.py::TestEventHandler::test_record_override, test/test_cuda_sanitizer.py::TestEventHandler::test_simple_error, test/test_cuda_sanitizer.py::TestEventHandler::test_simple_passing, test/test_cuda_sanitizer.py::TestEventHandler::test_simple_sync, test/test_cuda_sanitizer.py::TestEventHandler::test_stream_synchronize, test/test_cuda_sanitizer.py::TestMessages::test_ensure_does_not_exist, test/test_cuda_sanitizer.py::TestMessages::test_ensure_exists, test/test_cuda_sanitizer.py::TestMessages::test_error_message, test/test_cuda_sanitizer.py::TestMessages::test_subclass 2025-09-07T08:43:07.5362657Z 2025-09-07T08:43:08.5223835Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:43:08.5225206Z import pkg_resources 2025-09-07T08:43:08.8974041Z Running inductor/test_efficient_conv_bn_eval 1/1 ... [2025-09-07 08:43:08.896936] 2025-09-07T08:43:08.8974835Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:43:08.8976451Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_efficient_conv_bn_eval.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:43:08.897299] 2025-09-07T08:43:10.7962338Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:43:10.7963764Z import pkg_resources 2025-09-07T08:43:11.1335322Z Running dynamo/test_error_messages 1/1 ... [2025-09-07 08:43:11.133103] 2025-09-07T08:43:11.1335769Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:43:11.1337520Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_error_messages.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:43:11.133486] 2025-09-07T08:43:15.7753620Z 2025-09-07T08:43:15.7755073Z inductor/test_efficient_conv_bn_eval 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_efficient_conv_bn_eval_1.1_f4543cb4336a2660_.log 2025-09-07T08:43:15.7757008Z Running 2 items in this shard: test/inductor/test_efficient_conv_bn_eval.py::EfficientConvBNEvalCpuTests::test_basic_cpu, test/inductor/test_efficient_conv_bn_eval.py::EfficientConvBNEvalGpuTests::test_basic_cuda 2025-09-07T08:43:15.7758129Z 2025-09-07T08:43:18.9007695Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:43:18.9010232Z import pkg_resources 2025-09-07T08:43:19.2427190Z Running inductor/test_unbacked_symints 1/1 ... [2025-09-07 08:43:19.242275] 2025-09-07T08:43:19.2427963Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:43:19.2429776Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_unbacked_symints.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:43:19.242678] 2025-09-07T08:43:22.3702881Z 2025-09-07T08:43:22.3703977Z dynamo/test_error_messages 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_error_messages_1.1_b25f04e60aa68044_.log 2025-09-07T08:43:22.3716177Z Running 41 items in this shard: test/dynamo/test_error_messages.py::ErrorMessagesTest::test_assert_failure_in_generic_ctx_mgr, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_backend_fake_tensor_exc, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_class_property, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_cpp_extension_recommends_custom_ops, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_data_dependent_branching_fullgraph, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_data_dependent_branching_gb, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_data_dependent_operator, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_data_dependent_operator2, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_dict_items_input, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_disable_message, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_dynamic_shape_operator, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_dynamic_shape_operator_no_meta_kernel, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_dynamo_graph_break_fn, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_dynamo_graph_break_fn_with_msg, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_faketensor_nyi, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_generic_ctx_mgr_graph_break, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_graph_break_in_buggy_resume_prologue, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_graph_break_traceback_above_dynamo_shows_user_code, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_graph_break_traceback_collapsed_resume_frames, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_internal_compiler_stacktrace_verbose, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_load_build_class, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_lru_cache_warning_logs_nested_call, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_lru_cache_warning_logs_user_stack_trace, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_nested_compile_user_frames, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_no_internal_compiler_stacktrace, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_observed_exception, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_optree_graph_break_message, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_reconstruction_failure, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_reconstruction_failure_gb, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_skipfile_call, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_skipfile_dynamo_call, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_skipfile_inline, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_slice_with_tensor, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_sort_with_nonconstant_keys, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_super_call_function, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_super_call_method, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_uninitialized_module, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_unsupported_builtin, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_unsupported_bytecode, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_unsupported_context, test/dynamo/test_error_messages.py::ErrorMessagesTest::test_warnings 2025-09-07T08:43:22.3726443Z 2025-09-07T08:43:25.6364813Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:43:25.6366797Z import pkg_resources 2025-09-07T08:43:25.9875465Z Running inductor/test_mps_basic 1/1 ... [2025-09-07 08:43:25.987070] 2025-09-07T08:43:25.9876926Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:43:25.9878541Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_mps_basic.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:43:25.987466] 2025-09-07T08:43:32.9145332Z 2025-09-07T08:43:32.9146210Z inductor/test_mps_basic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mps_basic_1.1_12f5d33463c3ef01_.log 2025-09-07T08:43:32.9146848Z 2025-09-07T08:43:33.9415855Z 2025-09-07T08:43:33.9417248Z inductor/test_auto_functionalize 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_auto_functionalize_1.1_3a7a5d5e761eca80_.log 2025-09-07T08:43:33.9438408Z Running 39 items in this shard: test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_alias, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_alias2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_alias2_dynamic, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_alias_id_input_to_custom_op, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_alias_id_output, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_can_with_default, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_can_with_none_return, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_extra1, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_extra2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_extra3, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_extra4, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_extra5, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_old, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_on_view, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_optional_old, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_optional_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_self_as_mutate_arg, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_tensorlist, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_with_returns_old, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_with_returns_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_can_auto_functionalize, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_dynamic2_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_dynamic3_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_dynamic_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_graph_input_is_view, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_inference_mode1_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_inference_mode2_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_inference_mode3_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_inference_mode4_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_inference_mode_view, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_recompile, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_scheduling_with_multiple_mutates, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_slice, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_slice_dynamic, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_split, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_split_dynamic, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_try_use_slice, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_unbacked_auto_functionalize_op 2025-09-07T08:43:33.9458587Z 2025-09-07T08:43:36.1488605Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:43:36.1489939Z import pkg_resources 2025-09-07T08:43:36.4712243Z Running torch_np/numpy_tests/core/test_indexing 1/1 ... [2025-09-07 08:43:36.470736] 2025-09-07T08:43:36.4712993Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:43:36.4714538Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_indexing.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:43:36.471121] 2025-09-07T08:43:37.0770603Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:43:37.0771937Z import pkg_resources 2025-09-07T08:43:37.4131731Z Running dynamo/test_decorators 1/1 ... [2025-09-07 08:43:37.412726] 2025-09-07T08:43:37.4132280Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:43:37.4133199Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_decorators.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:43:37.413061] 2025-09-07T08:43:40.5441166Z 2025-09-07T08:43:40.5442527Z torch_np/numpy_tests/core/test_indexing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_indexing_1.1_2d3aaf57cafd33c6_.log 2025-09-07T08:43:40.5479010Z Running 67 items in this shard: test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_assignment_value_mismatch, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_indexing_list, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_indexing_onedim, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_indexing_twodim, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_shape_mismatch, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_broaderrors_indexing, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_broken_sequence_not_nd_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_ellipsis_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_ellipsis_index_2, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_empty_fancy_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_empty_tuple_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_everything_returns_views, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_index_no_array_to_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_index_no_floats, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_indexing_array_negative_strides, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_indexing_array_weird_strides, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_memory_order, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_none_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_nontuple_ndindex, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_reverse_strides_and_subspace_bufferinit, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_reversed_strides_result_allocation, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_same_kind_index_casting, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_scalar_array_bool, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_single_bool_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_single_int_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_slicing_no_floats, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_small_regressions, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index2_num_32_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index2_num_32_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index2_num_40_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index2_num_40_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_False_num_32_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_False_num_32_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_False_num_40_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_False_num_40_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_True_num_32_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_True_num_32_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_True_num_40_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_True_num_40_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_fancy_indices_special_case, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_trivial_fancy_not_possible, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_trivial_fancy_out_of_bounds, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_tuple_subclass, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_uncontiguous_subspace_assignment, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_broadcast_error_reports_correct_shape_index0, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_broadcast_error_reports_correct_shape_index1, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_broadcast_error_reports_correct_shape_index2, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_broadcast_subspace, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_index_is_larger, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_prepend_not_one, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_prepending_ones, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_simple_broadcasting_errors, test/torch_np/numpy_tests/core/test_indexing.py::TestFancyIndexingCast::test_boolean_index_cast_assign, test/torch_np/numpy_tests/core/test_indexing.py::TestMultiIndexingAutomated::test_1d, test/torch_np/numpy_tests/core/test_indexing.py::TestMultiIndexingAutomated::test_boolean, test/torch_np/numpy_tests/core/test_indexing.py::TestMultiIndexingAutomated::test_multidim, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_non_integer_argument_errors, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_non_integer_sequence_multiplication, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_reduce_axis_float_index, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_valid_indexing, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_valid_slicing, test/torch_np/numpy_tests/core/test_indexing.py::TestBooleanIndexing::test_bool_as_int_argument_errors, test/torch_np/numpy_tests/core/test_indexing.py::TestBooleanIndexing::test_boolean_indexing_fast_path, test/torch_np/numpy_tests/core/test_indexing.py::TestBooleanIndexing::test_boolean_indexing_weirdness, test/torch_np/numpy_tests/core/test_indexing.py::TestArrayToIndexDeprecation::test_array_to_index_error, test/torch_np/numpy_tests/core/test_indexing.py::TestNonIntegerArrayLike::test_basic, test/torch_np/numpy_tests/core/test_indexing.py::TestMultipleEllipsisError::test_basic 2025-09-07T08:43:40.5510497Z 2025-09-07T08:43:43.7094368Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:43:43.7095735Z import pkg_resources 2025-09-07T08:43:44.0491339Z Running nn/test_lazy_modules 1/1 ... [2025-09-07 08:43:44.048748] 2025-09-07T08:43:44.0491805Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:43:44.0493539Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_lazy_modules.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:43:44.049093] 2025-09-07T08:43:47.7265856Z 2025-09-07T08:43:47.7266917Z inductor/test_unbacked_symints 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_unbacked_symints_1.1_e4996de49e1782eb_.log 2025-09-07T08:43:47.7276094Z Running 27 items in this shard: test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_autotuning_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_broadcast_tensors_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_einsum_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_equivalent_backed_unbacked_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_expand_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_expand_ok_with_runtime_assert_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_issue_143498_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_mm_and_friends_addmm_False_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_mm_and_friends_addmm_True_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_mm_and_friends_bmm_False_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_mm_and_friends_bmm_True_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_mm_and_friends_mm_False_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_mm_and_friends_mm_True_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_nonzero_in_inference_mode_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_sdpfa_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_split_with_sizes_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_to_int_with_unbacked_size_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_triton_kernel_grid_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_unbacked_linear_layer_norm_input_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_unbacked_masked_scatter_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_unbacked_range_tree_divisor_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_unbacked_repeat_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_unbacked_slice_on_subclass_dynamic2_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_unbacked_slice_on_subclass_dynamic_False_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_unbacked_slice_on_subclass_dynamic_True_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_vertical_pointwise_reduction_fusion_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_view_of_slice_cuda 2025-09-07T08:43:47.7283991Z 2025-09-07T08:43:48.0216314Z 2025-09-07T08:43:48.0217455Z nn/test_lazy_modules 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_lazy_modules_1.1_59ab238fdb8bf6ce_.log 2025-09-07T08:43:48.0240377Z Running 59 items in this shard: test/nn/test_lazy_modules.py::TestLazyModules::test_chained_initialization, test/nn/test_lazy_modules.py::TestLazyModules::test_invalid_functions, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm1d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm1d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm1d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm2d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm2d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm2d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm3d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm3d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm3d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_batchnorm_with_dict_input, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv1d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv1d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv1d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv2d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv2d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv2d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv3d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv3d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv3d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose1d_kwargs, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose1d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose1d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose2d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose2d_kwargs, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose2d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose2d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose3d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose3d_kwargs, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose3d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transpose3d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_conv_transposed1d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_forward_hook, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm1d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm1d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm1d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm2d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm2d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm2d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm3d, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm3d_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_instancenorm3d_state, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_linear_pickle, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_linear_state_and_forward, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_module_buffer, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_module_jit_buffer, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_module_jit_param, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_module_parameter, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_pre_forward_hook, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_share_memory_buffer, test/nn/test_lazy_modules.py::TestLazyModules::test_lazy_share_memory_param, test/nn/test_lazy_modules.py::TestLazyModules::test_linear, test/nn/test_lazy_modules.py::TestLazyModules::test_linear_state, test/nn/test_lazy_modules.py::TestLazyModules::test_materialize_device, test/nn/test_lazy_modules.py::TestLazyModules::test_materialize_dtype, test/nn/test_lazy_modules.py::TestLazyModules::test_optimizer_pass, test/nn/test_lazy_modules.py::TestLazyModules::test_spectral_norm, test/nn/test_lazy_modules.py::TestLazyModules::test_weight_norm 2025-09-07T08:43:48.0262361Z 2025-09-07T08:43:50.9177641Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:43:50.9179003Z import pkg_resources 2025-09-07T08:43:51.2394125Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:43:51.2395474Z import pkg_resources 2025-09-07T08:43:51.2542800Z Running test_fx_reinplace_pass 1/1 ... [2025-09-07 08:43:51.254011] 2025-09-07T08:43:51.2543217Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:43:51.2546367Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_fx_reinplace_pass.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:43:51.254374] 2025-09-07T08:43:51.5768303Z Running torch_np/numpy_tests/lib/test_type_check 1/1 ... [2025-09-07 08:43:51.576373] 2025-09-07T08:43:51.5768849Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:43:51.5770678Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_type_check.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:43:51.576784] 2025-09-07T08:43:53.8110818Z 2025-09-07T08:43:53.8112112Z dynamo/test_decorators 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_decorators_1.1_8454cbcd98bb1ef3_.log 2025-09-07T08:43:53.8129998Z Running 67 items in this shard: test/dynamo/test_decorators.py::DecoratorTests::test_allow_in_graph, test/dynamo/test_decorators.py::DecoratorTests::test_allow_in_graph_no_id_reuse, test/dynamo/test_decorators.py::DecoratorTests::test_assume_constant_result_on_computation_with_graph_input, test/dynamo/test_decorators.py::DecoratorTests::test_assume_constant_result_on_user_defined_fn, test/dynamo/test_decorators.py::DecoratorTests::test_class_methods, test/dynamo/test_decorators.py::DecoratorTests::test_disable_for_custom_op, test/dynamo/test_decorators.py::DecoratorTests::test_disable_ignores_outer_wraps, test/dynamo/test_decorators.py::DecoratorTests::test_disable_nn_module_with_class_decorator, test/dynamo/test_decorators.py::DecoratorTests::test_disable_nn_modules_forward_hook, test/dynamo/test_decorators.py::DecoratorTests::test_disable_optimize, test/dynamo/test_decorators.py::DecoratorTests::test_disable_recursive_false, test/dynamo/test_decorators.py::DecoratorTests::test_disable_recursive_false_weird, test/dynamo/test_decorators.py::DecoratorTests::test_disallow_in_graph, test/dynamo/test_decorators.py::DecoratorTests::test_dont_skip_tracing, test/dynamo/test_decorators.py::DecoratorTests::test_error_on_graph_break, test/dynamo/test_decorators.py::DecoratorTests::test_error_on_graph_break_empty_graph, test/dynamo/test_decorators.py::DecoratorTests::test_error_on_graph_break_error, test/dynamo/test_decorators.py::DecoratorTests::test_error_on_graph_break_export, test/dynamo/test_decorators.py::DecoratorTests::test_error_on_graph_break_fullgraph, test/dynamo/test_decorators.py::DecoratorTests::test_error_on_graph_break_nested, test/dynamo/test_decorators.py::DecoratorTests::test_error_on_graph_break_nested_deep, test/dynamo/test_decorators.py::DecoratorTests::test_error_on_graph_break_nested_with_skip, test/dynamo/test_decorators.py::DecoratorTests::test_graph_break, test/dynamo/test_decorators.py::DecoratorTests::test_incorrect_usage_disallow_in_graph, test/dynamo/test_decorators.py::DecoratorTests::test_mark_static_address_guarded, test/dynamo/test_decorators.py::DecoratorTests::test_mark_static_address_unguarded, test/dynamo/test_decorators.py::DecoratorTests::test_mark_static_nn_module, test/dynamo/test_decorators.py::DecoratorTests::test_nested_compile_error_on_graph_break, test/dynamo/test_decorators.py::DecoratorTests::test_nested_compile_fullgraph, test/dynamo/test_decorators.py::DecoratorTests::test_nested_disable_decorator, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_newly_constructed_trace_register_constant_type_error, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_captured_external_tensor, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_custom_class_error, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_custom_class_output_error, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_inside_compiled_function, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_inside_compiled_function_error, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_inside_compiled_function_kwarg, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_int_and_float_output, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_nested_custom_class, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_nested_custom_class_error, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_newly_constructed_custom_class_with_side_effects, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_newly_constructed_dict_with_side_effects, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_no_action_at_a_distance, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_object_in_context_error, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_on_method, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_pre_existing_custom_class, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_pre_existing_custom_class_with_side_effects, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_pre_existing_dict, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_pre_existing_dict_with_side_effects, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_pre_existing_register_constant_type_guard, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_tensor_args, test/dynamo/test_decorators.py::DecoratorTests::test_nonstrict_trace_tuple_and_sym_int_output, test/dynamo/test_decorators.py::DecoratorTests::test_patch_dynamo_config_errors, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_aot_eager_then_compile, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_eager_on_recompile, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_eager_then_compile, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_eager_then_compile_with_graph_break, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_fail_on_recompile, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_fail_on_recompile_with_disable, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_forbid_in_graph, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_force_backend, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_force_backend_with_disable, test/dynamo/test_decorators.py::DecoratorTests::test_set_stance_force_eager, test/dynamo/test_decorators.py::DecoratorTests::test_skip_frame, test/dynamo/test_decorators.py::DecoratorTests::test_substitute_in_graph, test/dynamo/test_decorators.py::DecoratorTests::test_torch_guards_stack_frame_register_inlining_disable, test/dynamo/test_decorators.py::DecoratorTests::test_torch_guards_stack_frame_register_inlining_partially_disable 2025-09-07T08:43:53.8146436Z 2025-09-07T08:43:55.3268655Z 2025-09-07T08:43:55.3269853Z test_fx_reinplace_pass 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_fx_reinplace_pass_1.1_1f5dd75ed8d8d6d3_.log 2025-09-07T08:43:55.3274651Z Running 12 items in this shard: test/test_fx_reinplace_pass.py::TestReinplacePass::test_out_node_updated, test/test_fx_reinplace_pass.py::TestReinplacePass::test_reinplace_basic, test/test_fx_reinplace_pass.py::TestReinplacePass::test_reinplace_different_metadata, test/test_fx_reinplace_pass.py::TestReinplacePass::test_reinplace_index_mutation, test/test_fx_reinplace_pass.py::TestReinplacePass::test_reinplace_overlapping_memory, test/test_fx_reinplace_pass.py::TestReinplacePass::test_reinplace_scatter_op, test/test_fx_reinplace_pass.py::TestReinplacePass::test_reinplace_scatter_twice, test/test_fx_reinplace_pass.py::TestReinplacePass::test_reinplace_scatter_twice_with_different_view_op_invalid, test/test_fx_reinplace_pass.py::TestReinplacePass::test_reinplace_scatter_twice_with_different_view_op_invalid2, test/test_fx_reinplace_pass.py::TestReinplacePass::test_reinplace_scatter_twice_with_different_view_op_valid, test/test_fx_reinplace_pass.py::TestReinplacePass::test_reinplace_sym_input, test/test_fx_reinplace_pass.py::TestReinplacePass::test_reinplace_with_view 2025-09-07T08:43:55.3278187Z 2025-09-07T08:43:55.4988706Z 2025-09-07T08:43:55.4990107Z torch_np/numpy_tests/lib/test_type_check 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_type_check_1.1_fea4fd3d2a8c60ea_.log 2025-09-07T08:43:55.5003892Z Running 50 items in this shard: test/torch_np/numpy_tests/lib/test_type_check.py::TestCommonType::test_basic, test/torch_np/numpy_tests/lib/test_type_check.py::TestMintypecode::test_default_1, test/torch_np/numpy_tests/lib/test_type_check.py::TestMintypecode::test_default_2, test/torch_np/numpy_tests/lib/test_type_check.py::TestMintypecode::test_default_3, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsscalar::test_basic, test/torch_np/numpy_tests/lib/test_type_check.py::TestReal::test_cmplx, test/torch_np/numpy_tests/lib/test_type_check.py::TestReal::test_real, test/torch_np/numpy_tests/lib/test_type_check.py::TestImag::test_cmplx, test/torch_np/numpy_tests/lib/test_type_check.py::TestImag::test_real, test/torch_np/numpy_tests/lib/test_type_check.py::TestIscomplex::test_fail, test/torch_np/numpy_tests/lib/test_type_check.py::TestIscomplex::test_pass, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsreal::test_fail, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsreal::test_isreal_real, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsreal::test_pass, test/torch_np/numpy_tests/lib/test_type_check.py::TestIscomplexobj::test_basic, test/torch_np/numpy_tests/lib/test_type_check.py::TestIscomplexobj::test_list, test/torch_np/numpy_tests/lib/test_type_check.py::TestIscomplexobj::test_scalar, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsrealobj::test_basic, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_complex, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_complex1, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_goodvalues, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_ind, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_integer, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_neginf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_posinf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_complex, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_complex1, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_goodvalues, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_ind, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_integer, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_neginf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_posinf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_goodvalues, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_ind, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_neginf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_neginf_scalar, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_posinf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_posinf_scalar, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsposinf::test_generic, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsneginf::test_generic, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_array, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_complex_bad, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_complex_bad2, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_complex_good, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_do_not_rewrite_previous_keyword, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_float, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_generic, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_integer, test/torch_np/numpy_tests/lib/test_type_check.py::TestRealIfClose::test_basic, test/torch_np/numpy_tests/lib/test_type_check.py::TestArrayConversion::test_asfarray 2025-09-07T08:43:55.5016138Z 2025-09-07T08:43:57.0490892Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:43:57.0492360Z import pkg_resources 2025-09-07T08:43:57.3751639Z Running inductor/test_custom_partitioner_fn 1/1 ... [2025-09-07 08:43:57.374745] 2025-09-07T08:43:57.3752294Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:43:57.3754230Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_custom_partitioner_fn.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:43:57.375110] 2025-09-07T08:43:58.5368551Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:43:58.5370028Z import pkg_resources 2025-09-07T08:43:58.6900214Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:43:58.6901349Z import pkg_resources 2025-09-07T08:43:58.8739312Z Running test_type_info 1/1 ... [2025-09-07 08:43:58.873552] 2025-09-07T08:43:58.8739706Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:43:58.8741531Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_type_info.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:43:58.873899] 2025-09-07T08:43:59.0290509Z Running dynamo/test_unspec 1/1 ... [2025-09-07 08:43:59.028619] 2025-09-07T08:43:59.0290881Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:43:59.0292599Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_unspec.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:43:59.028998] 2025-09-07T08:44:02.3949544Z 2025-09-07T08:44:02.3950793Z test_type_info 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_type_info_1.1_083a727b52c81767_.log 2025-09-07T08:44:02.3953280Z Running 5 items in this shard: test/test_type_info.py::TestDTypeInfo::test_finfo, test/test_type_info.py::TestDTypeInfo::test_iinfo, test/test_type_info.py::TestDTypeInfo::test_invalid_input, test/test_type_info.py::TestDTypeInfo::test_to_complex, test/test_type_info.py::TestDTypeInfo::test_to_real 2025-09-07T08:44:02.3954757Z 2025-09-07T08:44:05.6006455Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:44:05.6007567Z import pkg_resources 2025-09-07T08:44:05.9361624Z Running lazy/test_functionalization 1/1 ... [2025-09-07 08:44:05.935520] 2025-09-07T08:44:05.9362123Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:44:05.9363449Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_functionalization.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:44:05.935880] 2025-09-07T08:44:07.7721305Z 2025-09-07T08:44:07.7722807Z inductor/test_custom_partitioner_fn 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_custom_partitioner_fn_1.1_b0181b9f6a201796_.log 2025-09-07T08:44:07.7724342Z Running 1 items in this shard: test/inductor/test_custom_partitioner_fn.py::TestCustomPartitionerFn::test_custom_partitioner_fn 2025-09-07T08:44:07.7724847Z 2025-09-07T08:44:09.5176919Z 2025-09-07T08:44:09.5178027Z lazy/test_functionalization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_functionalization_1.1_87b3a0042d543e4c_.log 2025-09-07T08:44:09.5179477Z Running 2 items in this shard: test/lazy/test_functionalization.py::LazyFuncionalizationTest::test_data_assign, test/lazy/test_functionalization.py::LazyFuncionalizationTest::test_lazy_init_with_view 2025-09-07T08:44:09.5180248Z 2025-09-07T08:44:10.9761871Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:44:10.9763394Z import pkg_resources 2025-09-07T08:44:11.3012077Z Running dynamo/test_aot_compile 1/1 ... [2025-09-07 08:44:11.300755] 2025-09-07T08:44:11.3012429Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:44:11.3014315Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_aot_compile.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:44:11.301152] 2025-09-07T08:44:12.6967022Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:44:12.6969121Z import pkg_resources 2025-09-07T08:44:13.0304940Z Running test_functionalization_of_rng_ops 1/1 ... [2025-09-07 08:44:13.029984] 2025-09-07T08:44:13.0305431Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:44:13.0306695Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_functionalization_of_rng_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:44:13.030366] 2025-09-07T08:44:15.3235663Z 2025-09-07T08:44:15.3236678Z dynamo/test_aot_compile 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_aot_compile_1.1_4ebd5d0d0e489266_.log 2025-09-07T08:44:15.3238815Z Running 5 items in this shard: test/dynamo/test_aot_compile.py::TestAOTCompile::test_aot_compile_basic_fn, test/dynamo/test_aot_compile.py::TestAOTCompile::test_aot_compile_basic_forward, test/dynamo/test_aot_compile.py::TestAOTCompile::test_aot_compile_graph_break_error_fmt, test/dynamo/test_aot_compile.py::TestAOTCompile::test_decorated_function_aot, test/dynamo/test_aot_compile.py::TestAOTCompile::test_guard_filter_override_aot 2025-09-07T08:44:15.3240337Z 2025-09-07T08:44:18.4522592Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:44:18.4524675Z import pkg_resources 2025-09-07T08:44:18.8316762Z Running test_subclass 1/1 ... [2025-09-07 08:44:18.830097] 2025-09-07T08:44:18.8317361Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:44:18.8318996Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_subclass.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:44:18.830455] 2025-09-07T08:44:21.5637921Z 2025-09-07T08:44:21.5638852Z test_functionalization_of_rng_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_functionalization_of_rng_ops_1.1_2e91847ba9899c03_.log 2025-09-07T08:44:21.5643831Z Running 10 items in this shard: test/test_functionalization_of_rng_ops.py::TestFunctionalizationRngOpsCUDA::test_autograd_function_cuda_float32, test/test_functionalization_of_rng_ops.py::TestFunctionalizationRngOpsCUDA::test_checkpoint_cuda_float32, test/test_functionalization_of_rng_ops.py::TestFunctionalizationRngOpsCUDA::test_dropout_decomp_cuda_float32, test/test_functionalization_of_rng_ops.py::TestFunctionalizationRngOpsCUDA::test_min_cut_partitioner_cuda_float32, test/test_functionalization_of_rng_ops.py::TestFunctionalizationRngOpsCUDA::test_multiple_subgraphs_cuda_float32, test/test_functionalization_of_rng_ops.py::TestFunctionalizationRngOpsCUDA::test_rand_cuda_float32, test/test_functionalization_of_rng_ops.py::TestFunctionalizationRngOpsCUDA::test_rand_like_cuda_float32, test/test_functionalization_of_rng_ops.py::TestFunctionalizationRngOpsCUDA::test_rand_like_dynamic_bwd_cuda_float32, test/test_functionalization_of_rng_ops.py::TestFunctionalizationRngOpsCUDA::test_rand_like_dynamic_cuda_float32, test/test_functionalization_of_rng_ops.py::TestFunctionalizationRngOpsCUDA::test_set_get_rng_state_cuda_float32 2025-09-07T08:44:21.5648392Z 2025-09-07T08:44:22.7026653Z 2025-09-07T08:44:22.7027761Z test_subclass 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_subclass_1.1_9d563c3a7b141678_.log 2025-09-07T08:44:22.7075446Z Running 100 items in this shard: test/test_subclass.py::TestSubclass::test_deepcopy_base_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_base_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_deepcopy_diag_tensor_below_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_diag_tensor_below_as_param_True, test/test_subclass.py::TestSubclass::test_deepcopy_logging_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_logging_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_deepcopy_non_wrapper_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_non_wrapper_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_deepcopy_sparse_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_sparse_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_deepcopy_wrapper_with_custom_sizes_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_wrapper_with_custom_sizes_as_param_True, test/test_subclass.py::TestSubclass::test_deepcopy_wrapper_with_custom_strides_as_param_False, test/test_subclass.py::TestSubclass::test_deepcopy_wrapper_with_custom_strides_as_param_True, test/test_subclass.py::TestSubclass::test_lazy_module_base_tensor, test/test_subclass.py::TestSubclass::test_lazy_module_diag_tensor_below, test/test_subclass.py::TestSubclass::test_lazy_module_logging_tensor, test/test_subclass.py::TestSubclass::test_lazy_module_non_wrapper_tensor, test/test_subclass.py::TestSubclass::test_lazy_module_sparse_tensor, test/test_subclass.py::TestSubclass::test_lazy_module_wrapper_with_custom_sizes, test/test_subclass.py::TestSubclass::test_lazy_module_wrapper_with_custom_strides, test/test_subclass.py::TestSubclass::test_module_optimization_base_tensor, test/test_subclass.py::TestSubclass::test_module_optimization_diag_tensor_below, test/test_subclass.py::TestSubclass::test_module_optimization_logging_tensor, test/test_subclass.py::TestSubclass::test_module_optimization_non_wrapper_tensor, test/test_subclass.py::TestSubclass::test_module_optimization_sparse_tensor, test/test_subclass.py::TestSubclass::test_module_optimization_wrapper_with_custom_sizes, test/test_subclass.py::TestSubclass::test_module_optimization_wrapper_with_custom_strides, test/test_subclass.py::TestSubclass::test_non_rewrapping_torch_dispatch_subclass_as_parameter_throws_for_detach, test/test_subclass.py::TestSubclass::test_param_invariants_base_tensor_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_base_tensor_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_param_invariants_diag_tensor_below_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_diag_tensor_below_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_param_invariants_logging_tensor_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_logging_tensor_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_param_invariants_non_wrapper_tensor_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_non_wrapper_tensor_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_param_invariants_sparse_tensor_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_sparse_tensor_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_param_invariants_wrapper_with_custom_sizes_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_wrapper_with_custom_sizes_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_param_invariants_wrapper_with_custom_strides_tensor_requires_grad_False, test/test_subclass.py::TestSubclass::test_param_invariants_wrapper_with_custom_strides_tensor_requires_grad_True, test/test_subclass.py::TestSubclass::test_parametrization_base_tensor_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_base_tensor_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_parametrization_diag_tensor_below_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_diag_tensor_below_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_parametrization_logging_tensor_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_logging_tensor_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_parametrization_non_wrapper_tensor_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_non_wrapper_tensor_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_parametrization_sparse_tensor_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_sparse_tensor_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_parametrization_wrapper_with_custom_sizes_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_wrapper_with_custom_sizes_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_parametrization_wrapper_with_custom_strides_leave_parametrized_False, test/test_subclass.py::TestSubclass::test_parametrization_wrapper_with_custom_strides_leave_parametrized_True, test/test_subclass.py::TestSubclass::test_repr_base_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_repr_base_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_repr_diag_tensor_below_as_param_False, test/test_subclass.py::TestSubclass::test_repr_diag_tensor_below_as_param_True, test/test_subclass.py::TestSubclass::test_repr_logging_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_repr_logging_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_repr_non_wrapper_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_repr_non_wrapper_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_repr_sparse_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_repr_sparse_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_repr_wrapper_with_custom_sizes_as_param_False, test/test_subclass.py::TestSubclass::test_repr_wrapper_with_custom_sizes_as_param_True, test/test_subclass.py::TestSubclass::test_repr_wrapper_with_custom_strides_as_param_False, test/test_subclass.py::TestSubclass::test_repr_wrapper_with_custom_strides_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_base_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_base_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_diag_tensor_below_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_diag_tensor_below_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_logging_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_logging_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_non_wrapper_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_non_wrapper_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_sparse_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_sparse_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_wrapper_with_custom_sizes_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_wrapper_with_custom_sizes_as_param_True, test/test_subclass.py::TestSubclass::test_serialization_wrapper_with_custom_strides_as_param_False, test/test_subclass.py::TestSubclass::test_serialization_wrapper_with_custom_strides_as_param_True, test/test_subclass.py::TestSubclass::test_tensor_subclass_storage_data_accesses_throw, test/test_subclass.py::TestSubclass::test_type_propagation_base_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_base_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_type_propagation_diag_tensor_below_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_diag_tensor_below_as_param_True, test/test_subclass.py::TestSubclass::test_type_propagation_logging_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_logging_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_type_propagation_non_wrapper_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_non_wrapper_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_type_propagation_sparse_tensor_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_sparse_tensor_as_param_True, test/test_subclass.py::TestSubclass::test_type_propagation_wrapper_with_custom_sizes_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_wrapper_with_custom_sizes_as_param_True, test/test_subclass.py::TestSubclass::test_type_propagation_wrapper_with_custom_strides_as_param_False, test/test_subclass.py::TestSubclass::test_type_propagation_wrapper_with_custom_strides_as_param_True 2025-09-07T08:44:22.7122348Z 2025-09-07T08:44:24.7910577Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:44:24.7911694Z import pkg_resources 2025-09-07T08:44:25.1260684Z Running test_decomp 1/14 ... [2025-09-07 08:44:25.125608] 2025-09-07T08:44:25.1261089Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:44:25.1262079Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'not serial', '--shard-id=1', '--num-shards=14', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:44:25.125937] 2025-09-07T08:44:25.8470743Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:44:25.8472776Z import pkg_resources 2025-09-07T08:44:26.1738123Z Running test_decomp 12/14 ... [2025-09-07 08:44:26.173364] 2025-09-07T08:44:26.1738553Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:44:26.1740041Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'not serial', '--shard-id=12', '--num-shards=14', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:44:26.173709] 2025-09-07T08:44:41.4367549Z 2025-09-07T08:44:41.4368503Z dynamo/test_unspec 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_unspec_1.1_9f77ac07592157fc_.log 2025-09-07T08:44:41.4380361Z Running 51 items in this shard: test/dynamo/test_unspec.py::UnspecTests::test_argmin_coerces_symint_to_intlist_spec, test/dynamo/test_unspec.py::UnspecTests::test_bool_tensor_ctor, test/dynamo/test_unspec.py::UnspecTests::test_builtin_getitem, test/dynamo/test_unspec.py::UnspecTests::test_builtin_max_min, test/dynamo/test_unspec.py::UnspecTests::test_compiled_random_calls_are_random, test/dynamo/test_unspec.py::UnspecTests::test_conv1d_symint_padding, test/dynamo/test_unspec.py::UnspecTests::test_data_dependent_evaluate_expr_graph_break, test/dynamo/test_unspec.py::UnspecTests::test_defaults, test/dynamo/test_unspec.py::UnspecTests::test_exponential, test/dynamo/test_unspec.py::UnspecTests::test_feed_random_values_into_graph_only, test/dynamo/test_unspec.py::UnspecTests::test_isinstance_symint, test/dynamo/test_unspec.py::UnspecTests::test_item_max, test/dynamo/test_unspec.py::UnspecTests::test_mark_01_dynamic, test/dynamo/test_unspec.py::UnspecTests::test_mark_static_inside, test/dynamo/test_unspec.py::UnspecTests::test_mark_unbacked, test/dynamo/test_unspec.py::UnspecTests::test_mark_unbacked_channels_last, test/dynamo/test_unspec.py::UnspecTests::test_mark_unbacked_hint_consistency, test/dynamo/test_unspec.py::UnspecTests::test_multiple_consecutive_random_calls_before_graph, test/dynamo/test_unspec.py::UnspecTests::test_no_recompilations, test/dynamo/test_unspec.py::UnspecTests::test_no_recompilations_with_efficient_attention, test/dynamo/test_unspec.py::UnspecTests::test_no_recompiles, test/dynamo/test_unspec.py::UnspecTests::test_no_recompiles_prod_backward, test/dynamo/test_unspec.py::UnspecTests::test_numpy_correctness, test/dynamo/test_unspec.py::UnspecTests::test_propagate_dynamic_dim, test/dynamo/test_unspec.py::UnspecTests::test_prune_torch_check, test/dynamo/test_unspec.py::UnspecTests::test_random_call_with_while_loop, test/dynamo/test_unspec.py::UnspecTests::test_random_object, test/dynamo/test_unspec.py::UnspecTests::test_random_object_methods, test/dynamo/test_unspec.py::UnspecTests::test_random_object_overridden_methods, test/dynamo/test_unspec.py::UnspecTests::test_random_values_with_graph_break, test/dynamo/test_unspec.py::UnspecTests::test_rshift_dynamic, test/dynamo/test_unspec.py::UnspecTests::test_shape_graph_break, test/dynamo/test_unspec.py::UnspecTests::test_specializing_numpy_float_in_control_flow, test/dynamo/test_unspec.py::UnspecTests::test_split_aot_autograd, test/dynamo/test_unspec.py::UnspecTests::test_sum_dimlist_spec, test/dynamo/test_unspec.py::UnspecTests::test_sym_int_conversion, test/dynamo/test_unspec.py::UnspecTests::test_symbol_guard_limit_before_specialize, test/dynamo/test_unspec.py::UnspecTests::test_symfloat_no_replacement, test/dynamo/test_unspec.py::UnspecTests::test_symfloat_to_tensor, test/dynamo/test_unspec.py::UnspecTests::test_tensorfiy_python_scalars_1, test/dynamo/test_unspec.py::UnspecTests::test_tensorfiy_python_scalars_2, test/dynamo/test_unspec.py::UnspecTests::test_tensorfiy_python_scalars_3, test/dynamo/test_unspec.py::UnspecTests::test_to_tensor, test/dynamo/test_unspec.py::UnspecTests::test_unspec_float_input, test/dynamo/test_unspec.py::UnspecTests::test_unspec_float_input_f64, test/dynamo/test_unspec.py::UnspecTests::test_unspec_float_output, test/dynamo/test_unspec.py::UnspecTests::test_unspec_float_precision, test/dynamo/test_unspec.py::UnspecTests::test_unspec_roundtrip_float_input, test/dynamo/test_unspec.py::UnspecTests::test_unspecialized_float_multiply_precision, test/dynamo/test_unspec.py::UnspecTests::test_use_and_specialize, test/dynamo/test_unspec.py::UnspecTestsDeviceCUDA::test_builtin_functions_on_device_cuda 2025-09-07T08:44:41.4390477Z 2025-09-07T08:44:44.3883076Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:44:44.3884424Z import pkg_resources 2025-09-07T08:44:44.7110376Z Running test_decomp 13/14 ... [2025-09-07 08:44:44.710565] 2025-09-07T08:44:44.7110800Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:44:44.7112901Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'not serial', '--shard-id=13', '--num-shards=14', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:44:44.710945] 2025-09-07T08:52:43.9535758Z 2025-09-07T08:52:43.9536835Z test_decomp 12/14 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_12.14_77ec89b00a371838_.log 2025-09-07T08:52:43.9673752Z Running 629 items in this shard: test/test_decomp.py::TestDecompCUDA::test_comprehensive_H_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_T_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_T_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___getitem___cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___radd___cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmatmul___cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmatmul___cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rpow___cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rxor___cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__batch_norm_with_update_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive__chunk_cat_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__native_batch_norm_legit_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive__segment_reduce_offsets_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive__upsample_bilinear2d_aa_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acosh_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_add_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_add_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_add_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_add_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addcmul_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addcmul_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addmv_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_all_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_allclose_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_aminmax_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_angle_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_any_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_any_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_any_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_arange_cuda_int64, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_xor_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bool_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bool_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_tensors_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bucketize_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bucketize_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bucketize_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bucketize_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cat_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cat_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cauchy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cauchy_cuda_float16, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_count_nonzero_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cross_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cross_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cummax_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumprod_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumprod_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumulative_trapezoid_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_deg2rad_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_embed_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_embed_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagflat_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagflat_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_scatter_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diff_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diff_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_digamma_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_trunc_rounding_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_double_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dsplit_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_like_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_permuted_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_strided_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_equal_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_erfc_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_erfinv_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_as_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_as_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_as_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_exponential_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eye_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eye_cuda_float8_e5m2fnuz, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fft_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fft_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftn_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftshift_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft2_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfftn_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfftn_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfftn_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfftn_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfftn_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfft2_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfft2_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfft_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flatten_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fliplr_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fliplr_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flipud_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flipud_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flipud_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_power_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_power_cuda_int64, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_hash_tensor_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_heaviside_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_histc_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hsplit_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hstack_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hypot_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_add_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_add_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_add_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_put_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amax_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_prod_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_select_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_select_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_int_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isin_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isin_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isposinf_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isreal_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_item_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_item_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_2inputs_2outputs_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_2inputs_2outputs_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_binary_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_binary_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_unary_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_unary_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kron_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kron_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kron_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kron_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lcm_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ldexp_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lgamma_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cond_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_diagonal_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_eig_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_eig_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_eigvalsh_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_inv_ex_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lstsq_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lstsq_grad_oriented_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_matrix_power_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_qr_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_tensor_overload_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log10_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log10_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log1p_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_normal_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logcumsumexp_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logdet_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_xor_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logit_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_tensor_overload_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logsumexp_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logsumexp_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logsumexp_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_long_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lt_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lu_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lu_solve_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_amax_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_amax_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_amin_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmax_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmax_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmin_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmin_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmin_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_cumprod_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_cumsum_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_cumsum_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_fill_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_mean_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_median_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_prod_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_matrix_exp_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_binary_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_reduction_with_dim_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mean_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_binary_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_reduction_no_dim_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_movedim_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_movedim_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nanmedian_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_native_dropout_backward_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ne_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_full_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_zeros_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_zeros_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_alpha_dropout_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_avg_pool2d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_avg_pool2d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_avg_pool2d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_batch_norm_without_cudnn_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_channel_shuffle_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_channel_shuffle_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv3d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose3d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_dropout2d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_dropout2d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_elu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_fractional_max_pool3d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_hardtanh_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_nearest-exact_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_logsigmoid_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_margin_ranking_loss_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_pool1d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_unpool2d_grad_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_multi_margin_loss_cuda_float64, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_triplet_margin_loss_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_unfold_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_upsample_nearest_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_fro_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ones_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ones_like_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_0_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_1_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_3_cuda_float64, 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test/test_decomp.py::TestDecompCUDA::test_quick_addmv_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_addr_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_addr_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_addr_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_alias_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_alias_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_amax_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_aminmax_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_any_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_arange_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_scatter_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_scatter_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_scatter_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_scatter_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_asinh_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_atanh_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_bernoulli_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_and_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_left_shift_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_left_shift_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_block_diag_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_cat_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_ceil_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_max_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_clone_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_constant_pad_nd_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_constant_pad_nd_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_addcmul_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_fill_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_logsumexp_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_nan_to_num_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_rad2deg_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_squeeze_multiple_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_std_mean_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_cos_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_cos_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_count_nonzero_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_count_nonzero_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_count_nonzero_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_cumsum_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_cumsum_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_cumsum_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_deg2rad_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_deg2rad_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_deg2rad_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_diag_embed_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_scatter_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_scatter_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_dot_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_empty_like_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_empty_like_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_empty_strided_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_empty_strided_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_erfc_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_erfinv_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_erfinv_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_erfinv_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_exp2_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_exp_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_eye_cuda_float8_e4m3fn, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft2_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfft_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfft2_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfftn_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfftn_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfft2_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfft2_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfft_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfftn_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_fill_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_fill_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_floor_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_fmod_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_frac_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_frac_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_frexp_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_ge_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_ge_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_gt_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_gt_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_gt_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_index_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_index_fill_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_isinf_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_isnan_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_isnan_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_isposinf_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_item_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_item_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_le_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_le_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_le_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_le_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_le_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_diagonal_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_log10_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_log1p_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_log2_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_log2_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_log_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_logaddexp2_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_logaddexp_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_logical_not_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_logical_or_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_logical_xor_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_logical_xor_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_tensor_overload_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_logsumexp_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_masked_fill_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_list_of_tensors_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_variadic_tensors_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_minimum_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_mul_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nansum_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_narrow_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_narrow_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_narrow_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_native_dropout_backward_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_native_layer_norm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_neg_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_neg_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_new_ones_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_new_ones_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_binary_cross_entropy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_elu_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_max_unpool2d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_max_unpool3d_grad_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_pad_constant_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_pad_constant_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu6_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_softshrink_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_norm_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_ones_like_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_permute_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_prod_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_remainder_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_renorm_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_roll_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_roll_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_rot90_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_rot90_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_round_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_rsqrt_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_select_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_sigmoid_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_sign_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_sign_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_signbit_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_sin_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_sinc_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_sinh_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_slice_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_slice_scatter_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_special_entr_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_special_erfcx_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_special_i1e_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_special_ndtri_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_special_zeta_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_split_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_split_list_args_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_multiple_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_stack_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_stack_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_stack_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_std_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_sub_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_t_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_take_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_take_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_tan_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_tanh_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_tanh_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_tril_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_tril_indices_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_var_mean_unbiased_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_var_unbiased_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_vdot_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_view_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_zero__cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_zero__cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_zero__cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_cuda_int8, test/test_decomp.py::DecompOneOffTestsCUDA::test_exponential_non_inf_cuda, test/test_decomp.py::HasDecompTest::test_has_decomposition 2025-09-07T08:52:43.9806564Z 2025-09-07T08:52:45.1548086Z Uploading artifacts took 1.20 seconds 2025-09-07T08:52:47.0117923Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:52:47.0119214Z import pkg_resources 2025-09-07T08:52:47.3316915Z Running test_decomp 14/14 ... [2025-09-07 08:52:47.331247] 2025-09-07T08:52:47.3317491Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:52:47.3318741Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'not serial', '--shard-id=14', '--num-shards=14', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:52:47.331603] 2025-09-07T08:54:11.1969147Z 2025-09-07T08:54:11.1970364Z test_decomp 13/14 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_13.14_8b1cbf0cbc1cf9ef_.log 2025-09-07T08:54:11.2250100Z Running 681 items in this shard: test/test_decomp.py::TestDecompCUDA::test_comprehensive_T_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_T_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rsub___cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_abs_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acosh_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addbmm_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addcmul_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addmm_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addmm_decomposed_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addmv_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_alias_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_alias_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_all_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amax_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amax_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amax_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_aminmax_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_angle_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_angle_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_any_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argsort_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argwhere_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asin_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asin_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atanh_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_1d_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_2d_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_2d_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_3d_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_3d_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bfloat16_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bfloat16_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_and_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_or_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_right_shift_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_block_diag_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_block_diag_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bmm_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_tensors_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_byte_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cartesian_prod_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cauchy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ceil_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cfloat_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chalf_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chalf_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_column_stack_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_combinations_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_combinations_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_complex_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_conj_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_conj_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_constant_pad_nd_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_contiguous_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cummin_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumprod_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumulative_trapezoid_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumulative_trapezoid_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_deg2rad_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_deg2rad_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_embed_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_copy_cuda_int8, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_eigvalsh_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lstsq_grad_oriented_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_factor_ex_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_norm_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_norm_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_pinv_singular_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_solve_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_solve_ex_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_svd_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vander_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vander_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vander_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vecdot_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_and_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_or_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_xor_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logit_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_tensor_overload_cuda_int64, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_std_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_sum_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_sum_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_sum_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_var_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_matmul_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_matrix_exp_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_binary_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_reduction_with_dim_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_variadic_tensors_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_binary_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_binary_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_reduction_no_dim_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_reduction_with_dim_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mode_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mode_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_movedim_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mul_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_multinomial_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mv_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nanmean_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_native_layer_norm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_native_layer_norm_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ne_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ne_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_strided_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_full_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_full_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_adaptive_avg_pool2d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_adaptive_max_pool1d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_avg_pool3d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_bilinear_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_binary_cross_entropy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_channel_shuffle_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv1d_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv1d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv1d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv2d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv3d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose1d_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose1d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose2d_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_cosine_embedding_loss_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_embedding_bag_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_gaussian_nll_loss_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_hardsigmoid_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_linear_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_l1_loss_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_leaky_relu_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_linear_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_margin_ranking_loss_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_unpool3d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_unpool3d_grad_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_unpool3d_grad_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_multi_margin_loss_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_normalize_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_circular_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_replicate_cuda_float32, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_smooth_l1_loss_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_soft_margin_loss_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softmin_with_dtype_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softplus_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softshrink_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softshrink_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_tanhshrink_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_tanhshrink_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_threshold_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_threshold_cuda_float32, 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test/test_decomp.py::TestDecompCUDA::test_quick_acos_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_acos_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_acosh_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_acosh_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_acosh_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_addr_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_addr_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_alias_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_alias_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_all_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_aminmax_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_arange_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_arange_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_asin_cuda_bfloat16, 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test/test_decomp.py::TestDecompCUDA::test_quick_bucketize_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_cat_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_cat_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_cauchy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_cauchy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_max_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_max_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_max_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_complex_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_conj_physical_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_constant_pad_nd_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_constant_pad_nd_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward__unsafe_masked_index_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_baddbmm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_lerp_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_t_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_transpose_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_unsqueeze_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_cos_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_cos_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_diag_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_diag_embed_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_diag_embed_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_scatter_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_digamma_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_dist_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_div_trunc_rounding_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_div_trunc_rounding_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_empty_like_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_eq_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_erf_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_exp2_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_exp_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_expm1_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_eye_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_eye_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fftn_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fftn_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfft2_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfftn_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfftn_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft2_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfft_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfft_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfft_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfftn_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_floor_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_floor_divide_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_full_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_geometric_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_gt_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_hypot_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_index_add_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_index_add_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_index_add_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_index_add_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_index_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_index_select_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_isinf_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_isnan_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_isnan_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_isnan_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_isneginf_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_item_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_lerp_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_vector_norm_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_vector_norm_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_log2_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_log_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_log_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_log_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_log_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_logical_and_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_logical_or_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_logical_or_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_logical_xor_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_logical_xor_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_logical_xor_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_logit_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_logsumexp_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_masked_fill_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_masked_fill_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_maximum_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_maximum_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_list_of_tensors_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_variadic_tensors_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_variadic_tensors_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_variadic_tensors_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_minimum_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_mul_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_nan_to_num_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nan_to_num_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_nansum_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_ne_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_strided_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_strided_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_new_full_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_new_full_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_new_zeros_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_new_zeros_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_nextafter_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nextafter_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_binary_cross_entropy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_gelu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_hardshrink_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_huber_loss_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_leaky_relu_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_logsigmoid_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_max_unpool2d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_max_unpool3d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_mish_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_mish_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_mse_loss_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_pad_constant_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_pad_constant_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_silu_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_norm_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_norm_fro_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_ones_like_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_permute_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_permute_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_prod_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_rad2deg_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_randn_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_reciprocal_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_repeat_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_roll_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_rsqrt_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_rsub_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_select_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_select_scatter_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_sgn_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_sgn_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_sigmoid_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_sinc_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_sinh_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_sinh_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_slice_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_slice_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_softmax_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_special_entr_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_special_erfcx_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_special_i0e_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_special_i0e_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_special_log_ndtr_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_special_ndtr_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_special_zeta_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_split_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_sqrt_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_sqrt_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_stack_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_std_mean_unbiased_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_sub_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_sub_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_t_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_t_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_take_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_take_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_triu_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_unsafe_split_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_unsafe_split_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_var_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_var_mean_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_var_mean_unbiased_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_view_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_view_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_view_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_where_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_xlogy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_like_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_like_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_like_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_LSTM_eval_mode_cuda_float64, test/test_decomp.py::DecompOneOffTestsCUDA::test_amp_batch_norm_backward_cuda, test/test_decomp.py::DecompOneOffTestsCUDA::test_weight_norm_interface_cuda 2025-09-07T08:54:11.2521137Z 2025-09-07T08:54:14.2111750Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:54:14.2113367Z import pkg_resources 2025-09-07T08:54:14.5312968Z Running test_sparse_csr 2/2 ... [2025-09-07 08:54:14.530819] 2025-09-07T08:54:14.5313537Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:54:14.5315321Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_sparse_csr.py', '-m', 'not serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:54:14.531213] 2025-09-07T08:54:40.5453846Z 2025-09-07T08:54:40.5454978Z test_decomp 1/14 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_1.14_d4dea6c8bcb18d85_.log 2025-09-07T08:54:40.5594677Z Running 624 items in this shard: test/test_decomp.py::TestDecompCUDA::test_cat_single_input_cuda, test/test_decomp.py::TestDecompCUDA::test_comprehensive_H_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___getitem___cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___getitem___cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___getitem___cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___radd___cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rand___cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmod___cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmod___cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmul___cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmul___cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmul___cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rpow___cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rpow___cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive__segment_reduce_lengths_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive__softmax_backward_data_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_add_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addcdiv_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addcmul_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addcmul_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addmm_decomposed_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addmm_decomposed_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addr_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addr_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_alias_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_all_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amin_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_angle_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_any_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_arange_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_arange_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argmax_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argsort_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_partial_views_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_partial_views_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_partial_views_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_scatter_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atan2_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atan_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atanh_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atanh_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_2d_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_3d_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_baddbmm_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_left_shift_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_not_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_right_shift_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_block_diag_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bool_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_shapes_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_tensors_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cfloat_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chalf_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_char_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_char_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_min_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clone_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_combinations_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_corrcoef_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_corrcoef_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cosh_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_count_nonzero_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cov_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cov_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cov_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cummax_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumprod_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumulative_trapezoid_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diff_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diff_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diff_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_floor_rounding_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_no_rounding_mode_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_no_rounding_mode_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dot_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dstack_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_like_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_permuted_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_permuted_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_strided_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eq_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_equal_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_equal_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_erfinv_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_exp_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_exp_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_cuda_float32, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifftshift_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfft_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfft_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfft2_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfft2_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfft_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfft_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfftn_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfftn_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flatten_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flatten_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flip_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fliplr_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fliplr_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flipud_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_power_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_frexp_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_like_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_like_cuda_uint32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gather_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_grid_sampler_3d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gt_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_half_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hash_tensor_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hash_tensor_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hsplit_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_i0_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_igamma_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_add_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_put_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amax_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_mean_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_mean_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_prod_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_prod_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_select_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_inner_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_inner_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_inner_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isclose_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isclose_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isin_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isinf_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isposinf_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isposinf_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isreal_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_2inputs_2outputs_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_binary_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_binary_return_by_ref_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_unary_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_unary_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kron_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kthvalue_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lcm_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_le_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_le_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cholesky_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cross_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_diagonal_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_eig_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_eigvals_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_ldl_factor_ex_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_factor_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_matrix_rank_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_matrix_rank_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_norm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_pinv_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_qr_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_svdvals_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_tensorsolve_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vector_norm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_tensor_overload_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_normal_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_softmax_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_softmax_with_dtype_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logdet_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_not_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_or_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_or_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_xor_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logit_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_tensor_overload_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_tensor_overload_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_long_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mH_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mH_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mT_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mT_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_amin_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmax_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_cumprod_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_cumsum_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_fill_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_log_softmax_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_mean_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_mean_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_normalize_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_prod_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_scatter_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_scatter_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_softmax_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_var_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_var_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_matmul_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_reduction_no_dim_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_median_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_variadic_tensors_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_binary_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_minimum_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_minimum_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_movedim_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_movedim_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_msort_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mul_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nanmean_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nansum_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ne_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ne_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_neg_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_strided_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_full_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_full_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_full_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_ones_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_ones_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_zeros_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_adaptive_avg_pool1d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_alpha_dropout_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_channel_shuffle_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_channel_shuffle_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv1d_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv2d_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_cross_entropy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_dropout2d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_fractional_max_pool2d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_instance_norm_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_area_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_bilinear_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_linear_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_nearest-exact_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_trilinear_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_kl_div_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_l1_loss_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_layer_norm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_linear_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_local_response_norm_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_pool3d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_unpool1d_grad_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_unpool3d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_mse_loss_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_mse_loss_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_nll_loss_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_constant_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_constant_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_replicate_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pairwise_distance_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pixel_unshuffle_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_relu6_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_scaled_dot_product_attention_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softmin_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softmin_with_dtype_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softsign_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_tanhshrink_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_static_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_fro_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_normal_cuda_float16, 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test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_norm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_squeeze_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_std_mean_unbiased_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_sum_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_vdot_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_zero__cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_count_nonzero_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_count_nonzero_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_cumprod_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_cumprod_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_cumsum_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_diag_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_diag_embed_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_digamma_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_digamma_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_div_floor_rounding_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_div_no_rounding_mode_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_div_no_rounding_mode_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_empty_like_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_erf_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_erf_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_erfc_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_erfinv_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_exp_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_exp_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_expand_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_expand_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_expand_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_expm1_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_eye_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft2_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft2_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fftn_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfft_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft2_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft2_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfft_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfft_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfftn_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfftn_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfftn_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_fill_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_floor_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_floor_divide_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_fmin_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_fmin_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_fmod_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_full_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_gcd_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_heaviside_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_igammac_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_index_fill_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_index_select_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_isnan_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_isnan_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_lerp_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_lgamma_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_lgamma_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_diagonal_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_log10_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_log10_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_log2_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_log_softmax_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_log_softmax_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_logaddexp2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_logaddexp_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_logical_and_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_logical_and_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_logical_not_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_logical_or_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_logit_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_logsumexp_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_logsumexp_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_logsumexp_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_list_of_tensors_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_mul_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nan_to_num_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_nan_to_num_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_narrow_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_narrow_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_native_layer_norm_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_ne_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_new_ones_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_new_zeros_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_new_zeros_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_new_zeros_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_hardswish_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_logsigmoid_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_pad_constant_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_prelu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_softplus_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_unfold_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_unfold_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_norm_inf_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_normal_number_mean_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_ones_like_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_ones_like_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_permute_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_polar_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_prod_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_prod_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_rad2deg_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_randn_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_randn_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_remainder_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_round_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_round_decimals_neg_3_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_round_decimals_neg_3_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_rsqrt_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_rsqrt_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_select_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_sgn_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_sgn_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_sigmoid_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_sign_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_signbit_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_sin_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_sinh_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_slice_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_slice_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_slice_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_special_entr_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_special_entr_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_special_i0e_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_special_i0e_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_special_log_ndtr_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_special_log_ndtr_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_split_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_split_list_args_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_split_list_args_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_sqrt_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_std_mean_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_std_mean_unbiased_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_t_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_take_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_take_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_tan_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_tril_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_tril_indices_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_triu_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_triu_indices_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_unsafe_split_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_unsafe_split_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_vdot_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_view_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_view_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_view_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_where_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_zero__cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_cuda_int64, test/test_decomp.py::DecompOneOffTestsCUDA::test_rms_norm_decomp_cuda_cuda 2025-09-07T08:54:40.5726584Z 2025-09-07T08:54:43.5344094Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:54:43.5345537Z import pkg_resources 2025-09-07T08:54:43.8565754Z Running test_scatter_gather_ops 1/1 ... [2025-09-07 08:54:43.856169] 2025-09-07T08:54:43.8566507Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:54:43.8567935Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_scatter_gather_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:54:43.856522] 2025-09-07T08:55:25.9369693Z 2025-09-07T08:55:25.9372804Z test_scatter_gather_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_scatter_gather_ops_1.1_1eb83f58964d9f90_.log 2025-09-07T08:55:25.9393391Z Running 76 items in this shard: test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_backward_with_empty_index_tensor_sparse_grad_False_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_backward_with_empty_index_tensor_sparse_grad_False_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_backward_with_empty_index_tensor_sparse_grad_True_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_backward_with_empty_index_tensor_sparse_grad_True_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_bool_cuda_bool, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_cuda_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_expanded_index_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_expanded_index_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_expanded_index_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_large_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_gather_large_cuda_int8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__cuda_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__reductions_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__reductions_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__scalar_cuda_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__scalar_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter__scalar_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_add__cuda_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_add__cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_add__cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_add_broadcasted_index_deterministic_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_add_mult_index_base_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_expanded_index_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_expanded_index_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_expanded_index_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_expanded_index_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_int16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_int32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_int64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_int8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amax_cuda_uint8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_int16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_int32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_int64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_int8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_amin_cuda_uint8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_int16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_int32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_int64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_int8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_mean_cuda_uint8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_int16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_int32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_int64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_int8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_prod_cuda_uint8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_bfloat16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_complex128, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_complex64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_float16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_float32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_float64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_int16, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_int32, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_int64, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_int8, test/test_scatter_gather_ops.py::TestScatterGatherCUDA::test_scatter_reduce_sum_cuda_uint8 2025-09-07T08:55:25.9413493Z 2025-09-07T08:55:28.9586046Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:55:28.9587489Z import pkg_resources 2025-09-07T08:55:29.2830886Z Running dynamo/test_python_autograd 1/1 ... [2025-09-07 08:55:29.282638] 2025-09-07T08:55:29.2831489Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:55:29.2833672Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_python_autograd.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:55:29.283042] 2025-09-07T08:55:33.2050287Z 2025-09-07T08:55:33.2051205Z dynamo/test_python_autograd 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_python_autograd_1.1_327219c2dcd0c6ab_.log 2025-09-07T08:55:33.2053254Z Running 5 items in this shard: test/dynamo/test_python_autograd.py::TestPythonAutograd::test_backwards1, test/dynamo/test_python_autograd.py::TestPythonAutograd::test_backwards2, test/dynamo/test_python_autograd.py::TestPythonAutograd::test_forwards1, test/dynamo/test_python_autograd.py::TestPythonAutograd::test_forwards2, test/dynamo/test_python_autograd.py::TestPythonAutograd::test_split 2025-09-07T08:55:33.2054707Z 2025-09-07T08:55:36.1904687Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:55:36.1906059Z import pkg_resources 2025-09-07T08:55:36.5115143Z Running torch_np/numpy_tests/core/test_scalar_methods 1/1 ... [2025-09-07 08:55:36.511081] 2025-09-07T08:55:36.5115949Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:55:36.5117420Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalar_methods.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:55:36.511441] 2025-09-07T08:55:39.6962208Z 2025-09-07T08:55:39.6963546Z torch_np/numpy_tests/core/test_scalar_methods 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalar_methods_1.1_afdde4e469393619_.log 2025-09-07T08:55:39.6986808Z Running 77 items in this shard: test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_against_known_values, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_errors_ftype0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_errors_ftype1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_errors_ftype2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_roundtrip_ftype0_frac_vals0_exp_vals0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_roundtrip_ftype1_frac_vals1_exp_vals1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_roundtrip_ftype2_frac_vals2_exp_vals2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_simple_fractions_ftype0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_simple_fractions_ftype1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_simple_fractions_ftype2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype0_f_-0_875_ratio1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype0_f_0_0_ratio2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype0_f_0_875_ratio0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype0_f_11_5_ratio3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype1_f_-0_875_ratio1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype1_f_0_0_ratio2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype1_f_0_875_ratio0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype1_f_11_5_ratio3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype2_f_-0_875_ratio1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype2_f_0_0_ratio2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype2_f_0_875_ratio0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype2_f_11_5_ratio3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_false_code_b, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_false_code_h, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_false_code_i, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_false_code_l, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_inf_code_d, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_inf_code_e, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_inf_code_f, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_nan_code_d, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_nan_code_e, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_nan_code_f, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_B, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_b, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_d, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_e, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_f, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_h, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_i, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_l, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls4, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls5, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating_subscript_tuple_arg_len_0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating_subscript_tuple_arg_len_1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating_subscript_tuple_arg_len_2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating_subscript_tuple_arg_len_3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_non_numeric_cls0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_?, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_B, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_D, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_F, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_b, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_d, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_e, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_f, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_h, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_i, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_l, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_scalar, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_tuple_arg_len_0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_tuple_arg_len_1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_tuple_arg_len_2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_tuple_arg_len_3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_bit_count, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype4, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype5, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype6, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype7 2025-09-07T08:55:39.7007933Z 2025-09-07T08:55:42.6627025Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:55:42.6628400Z import pkg_resources 2025-09-07T08:55:42.9828529Z Running torch_np/numpy_tests/core/test_numerictypes 1/1 ... [2025-09-07 08:55:42.982445] 2025-09-07T08:55:42.9829052Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:55:42.9831023Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_numerictypes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:55:42.982785] 2025-09-07T08:55:46.5035978Z 2025-09-07T08:55:46.5037310Z torch_np/numpy_tests/core/test_numerictypes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_numerictypes_1.1_d4b7f3b17c68e3ab_.log 2025-09-07T08:55:46.5057102Z Running 34 items in this shard: test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_loses1, test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_loses2, test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_wins, test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_wins2, test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_wins3, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_both_abstract, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_nondtype_nonscalartype, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_same, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_sibling_class, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_subclass, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_subclass_backwards, test/torch_np/numpy_tests/core/test_numerictypes.py::TestBitName::test_abstract, test/torch_np/numpy_tests/core/test_numerictypes.py::TestDocStrings::test_platform_dependent_aliases, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t0, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t1, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t2, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t3, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t4, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t5, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t6, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t7, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t8, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t9, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_unique, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t0, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t1, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t2, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t3, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t4, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t5, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t6, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t7, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t8, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t9 2025-09-07T08:55:46.5075822Z 2025-09-07T08:55:49.5529188Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:55:49.5530665Z import pkg_resources 2025-09-07T08:55:49.8791900Z Running profiler/test_memory_profiler 1/1 ... [2025-09-07 08:55:49.878776] 2025-09-07T08:55:49.8792428Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:55:49.8794172Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_memory_profiler.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:55:49.879140] 2025-09-07T08:55:56.3575199Z 2025-09-07T08:55:56.3576906Z profiler/test_memory_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_memory_profiler_1.1_09524262dd7e5f49_.log 2025-09-07T08:55:56.3593587Z Running 33 items in this shard: test/profiler/test_memory_profiler.py::TestMemoryProfiler::test_config_check, test/profiler/test_memory_profiler.py::TestIdentifyGradients::test_extract_gradients_from_module, test/profiler/test_memory_profiler.py::TestIdentifyGradients::test_extract_gradients_from_module_and_optimizer, test/profiler/test_memory_profiler.py::TestIdentifyGradients::test_extract_gradients_from_optimizer, test/profiler/test_memory_profiler.py::TestIdentifyGradients::test_extract_gradients_from_optimizer_set_to_none, test/profiler/test_memory_profiler.py::TestIdentifyGradients::test_extract_gradients_low_level, test/profiler/test_memory_profiler.py::TestDataFlow::test_data_flow_graph_complicated, test/profiler/test_memory_profiler.py::TestDataFlow::test_data_flow_graph_non_op_allocations, test/profiler/test_memory_profiler.py::TestDataFlow::test_data_flow_graph_simple, test/profiler/test_memory_profiler.py::TestDataFlow::test_data_flow_graph_simple_backward, test/profiler/test_memory_profiler.py::TestDataFlow::test_data_flow_graph_simple_inplace, test/profiler/test_memory_profiler.py::TestDataFlow::test_data_flow_graph_stacked, test/profiler/test_memory_profiler.py::TestDataFlow::test_data_flow_graph_with_annotations, test/profiler/test_memory_profiler.py::TestDataFlow::test_match_schemas, test/profiler/test_memory_profiler.py::TestDataFlow::test_match_schemas_backward, test/profiler/test_memory_profiler.py::TestDataFlow::test_match_schemas_tensorlist, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_categories_e2e_sequential_fwd, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_categories_e2e_sequential_fwd_bwd, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_categories_e2e_simple_fwd, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_categories_e2e_simple_fwd_bwd, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_categories_e2e_simple_fwd_bwd_step, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_categories_e2e_simple_module_fwd, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_categories_e2e_simple_module_fwd_bwd, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_categories_e2e_simple_module_fwd_bwd_step, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_inputs_fwd, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_inputs_fwd_bwd, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_inputs_fwd_lazy, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_lazily_initialized, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_manual_optimizer_step, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_memory_timeline, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_parameters_and_gradients, test/profiler/test_memory_profiler.py::TestMemoryProfilerE2E::test_parameters_and_gradients_set_to_none, test/profiler/test_memory_profiler.py::TestMemoryProfilerTimelineCUDA::test_memory_timeline_no_id_cuda 2025-09-07T08:55:56.3610898Z 2025-09-07T08:55:59.3701498Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T08:55:59.3703212Z import pkg_resources 2025-09-07T08:55:59.6959549Z Running test_unary_ufuncs 1/1 ... [2025-09-07 08:55:59.695542] 2025-09-07T08:55:59.6959984Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T08:55:59.6962637Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_unary_ufuncs.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 08:55:59.695928] 2025-09-07T09:01:51.2462572Z 2025-09-07T09:01:51.2463520Z test_sparse_csr 2/2 was successful, full logs can be found in artifacts with path test/test-reports/test_sparse_csr_2.2_92c57796f3af5475_.log 2025-09-07T09:01:51.3165007Z Running 2445 items in this shard: test/test_sparse_csr.py::TestSparseCSRCUDA::test_add_SparseCSC_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_add_SparseCSC_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_all_sparse_csr_SparseCSC_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_all_sparse_csr_SparseCSR_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_dense_result_SparseCSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_dense_result_SparseCSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_dense_result_SparseCSC_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_dense_result_SparseCSC_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_dense_result_SparseCSR_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_errors_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_0_n_0_m_0_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_0_n_0_m_0_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_0_n_0_m_0_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_0_n_0_m_1_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_0_n_0_m_25_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_0_n_0_m_25_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_0_n_0_m_25_cuda_float32, 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test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_0_n_1_m_1_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_0_n_1_m_1_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_0_n_1_m_1_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_0_n_1_m_1_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_0_n_1_m_25_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_0_n_1_m_25_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_0_n_1_m_25_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_0_n_1_m_25_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_0_n_1_m_25_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_0_m_0_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_0_m_0_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_0_m_0_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_0_m_0_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_0_m_1_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_0_m_1_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_0_m_1_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_0_m_1_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_0_m_1_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_0_m_25_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_0_m_25_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_0_m_25_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_0_m_25_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_10_m_0_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_10_m_0_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_10_m_0_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_10_m_1_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_10_m_1_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_10_m_1_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_10_m_1_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_10_m_25_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_10_m_25_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_1_m_0_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_1_m_0_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_1_m_0_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_1_m_1_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_1_m_1_cuda_complex128, 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test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_8_n_0_m_25_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_8_n_0_m_25_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_8_n_0_m_25_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_8_n_0_m_25_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_8_n_10_m_0_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_8_n_10_m_1_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_8_n_10_m_1_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_8_n_10_m_25_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_8_n_10_m_25_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_8_n_1_m_0_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_8_n_1_m_0_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_8_n_1_m_1_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_8_n_1_m_1_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_8_n_1_m_1_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_8_n_1_m_1_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_8_n_1_m_25_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmv_shape_11x9_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmv_shape_11x9_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmv_shape_11x9_cuda_float32, 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test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_ceil_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_erf_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_erfinv_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_expm1_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_isnan_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_isneginf_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_neg_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_positive_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_positive_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_rad2deg_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_sgn_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_sgn_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_signbit_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_sin_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_sin_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_sinh_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_trunc_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_baddbmm_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_baddbmm_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_baddbmm_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_block_addmm_block_size_2_int32_noncontiguous_False_cuda_float32, 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test/test_sparse_csr.py::TestSparseCSRCUDA::test_block_triangular_solve_block_size_3_int64_noncontiguous_True_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_bmm_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_bmm_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_compressed_layout_conversions_coverage_SparseBSC_SparseBSC_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_compressed_layout_conversions_coverage_SparseBSC_SparseCSR_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_compressed_layout_conversions_coverage_SparseBSR_SparseBSR_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_compressed_layout_conversions_coverage_SparseBSR_SparseCSC_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_compressed_layout_conversions_coverage_SparseCSC_SparseCSC_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_compressed_layout_conversions_coverage_SparseCSR_SparseBSC_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_compressed_layout_conversions_coverage_SparseCSR_SparseCSC_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_compressed_layout_conversions_coverage_SparseCSR_SparseCSR_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_coo_csr_conversion_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_coo_csr_conversion_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_coo_csr_conversion_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_coo_csr_conversion_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_coo_csr_conversion_cuda_int16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_coo_csr_conversion_cuda_int32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_coo_csr_conversion_cuda_int64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_coo_csr_conversion_cuda_int8, test/test_sparse_csr.py::TestSparseCSRCUDA::test_coo_to_csr_convert_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_coo_conversion_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_coo_conversion_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_coo_conversion_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_coo_conversion_cuda_int16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_coo_conversion_cuda_int8, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_matvec_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_matvec_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_matvec_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_matvec_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_storage_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_stride_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_to_block_csr_blocksize_2_cuda_float64_int32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_to_block_csr_blocksize_4_cuda_float64_int64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseBSC_NonBatched_Hybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseBSC_NonBatched_NonHybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseBSR_Batched_NonHybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseBSR_NonBatched_Hybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseBSR_NonBatched_NonHybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseCSC_NonBatched_NonHybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_direct_coo_csr_conversion_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_direct_coo_csr_conversion_cuda_int16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_direct_coo_csr_conversion_cuda_uint8, test/test_sparse_csr.py::TestSparseCSRCUDA::test_exercise_detach_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_exercise_detach_cuda_int16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_exercise_detach_cuda_int32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_exercise_detach_cuda_int8, test/test_sparse_csr.py::TestSparseCSRCUDA::test_matmul_device_mismatch_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mm_errors_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseBSC_cuda_bool, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseBSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseBSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseBSC_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseBSC_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseBSC_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseBSC_cuda_int32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseBSC_cuda_int64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseBSC_cuda_int8, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseBSC_cuda_uint8, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseBSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_mul_scalar_enable_hybrid_False_SparseBSR_cuda_complex64, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_mean_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_mean_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_mean_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_mean_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_mean_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_prod_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_prod_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_prod_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_prod_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_prod_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_sum_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_sum_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_sum_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_sum_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_sum_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_mul_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_mul_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_mul_cuda_complex64, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_randn_like_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_randn_like_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_randn_like_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_randn_like_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_round_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_round_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_round_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_round_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_round_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_round_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sign_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sign_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sign_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_signbit_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_signbit_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_signbit_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_signbit_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_signbit_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_signbit_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sin_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sin_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sin_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sin_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sin_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sin_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sin_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sin_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sinh_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sinh_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sinh_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sinh_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sinh_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sinh_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sinh_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sinh_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sqrt_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sqrt_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sqrt_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sqrt_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sqrt_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sqrt_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sum_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sum_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sum_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sum_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tan_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tan_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tan_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tan_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tan_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tan_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tan_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tanh_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tanh_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tanh_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tanh_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_to_sparse_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_to_sparse_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_to_sparse_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_to_sparse_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_to_sparse_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_to_sparse_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_to_sparse_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_trunc_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_trunc_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_trunc_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_trunc_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_trunc_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_zeros_like_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_zeros_like_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_zeros_like_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_abs_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_abs_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_angle_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_angle_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_angle_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_angle_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_asin_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_asin_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_asin_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_asin_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_asin_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_asin_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_asinh_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_asinh_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_asinh_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_asinh_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_asinh_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_asinh_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_asinh_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_asinh_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_atan_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_atan_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_atan_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_atan_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_atan_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_atan_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_atan_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_atan_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_atan_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_atanh_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_atanh_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_atanh_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_atanh_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_atanh_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_atanh_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_ceil_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_ceil_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_conj_physical_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_conj_physical_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_conj_physical_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_conj_physical_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_conj_physical_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_conj_physical_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_conj_physical_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_conj_physical_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_deg2rad_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_deg2rad_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_deg2rad_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_erf_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_erf_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_erfinv_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_erfinv_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_erfinv_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_erfinv_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_erfinv_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_expm1_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_expm1_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_expm1_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_expm1_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_expm1_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_floor_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_floor_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_floor_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_floor_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_floor_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_frac_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_frac_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isinf_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isinf_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isinf_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isinf_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isinf_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isinf_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isinf_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isnan_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isnan_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isnan_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isnan_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isneginf_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isneginf_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isneginf_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isneginf_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isposinf_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isposinf_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isposinf_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isposinf_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_log1p_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_log1p_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_log1p_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_log1p_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_log1p_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_log1p_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_log1p_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_log1p_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_log1p_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_log1p_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_amax_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_amax_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_amax_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_amax_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_amax_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_amin_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_amin_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_amin_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_amin_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_mean_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_mean_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_prod_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_prod_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_prod_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_prod_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_prod_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_prod_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_prod_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_sum_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_sum_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_sum_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_sum_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_mul_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_mul_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_mul_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_mul_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_mul_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_mul_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_mul_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_neg_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_neg_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_neg_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_neg_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_neg_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_neg_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_neg_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_neg_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_neg_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_nn_functional_relu_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_nn_functional_relu_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_nn_functional_relu_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_nn_functional_relu_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_nn_functional_relu_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_positive_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_positive_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_positive_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_positive_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_positive_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_positive_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_positive_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_positive_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_positive_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_rad2deg_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_rad2deg_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_rad2deg_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_rad2deg_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_rad2deg_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_randn_like_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_randn_like_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_round_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_round_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_round_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_round_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_round_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sgn_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sgn_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sgn_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sgn_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sgn_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sgn_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sgn_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sign_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sign_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sign_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sign_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_signbit_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_signbit_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_signbit_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_signbit_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_signbit_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sin_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sin_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sin_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sin_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sin_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sinh_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sinh_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sinh_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sinh_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sinh_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sinh_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sinh_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sinh_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sqrt_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sqrt_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sqrt_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sqrt_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sqrt_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sum_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sum_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sum_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sum_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_tan_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_tan_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_tan_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_tan_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_tan_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_tan_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_tan_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_tan_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_tan_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_tanh_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_tanh_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_tanh_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_tanh_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_to_sparse_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_to_sparse_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_to_sparse_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_to_sparse_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_to_sparse_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_trunc_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_trunc_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_zeros_like_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_zeros_like_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_zeros_like_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_zeros_like_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_zeros_like_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_zeros_like_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_zeros_like_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_zeros_like_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_abs_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_abs_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_abs_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_abs_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_abs_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_angle_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_angle_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_angle_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_angle_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asin_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asin_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asin_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asin_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asin_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asin_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asinh_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asinh_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asinh_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asinh_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asinh_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asinh_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asinh_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atan_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atan_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atan_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atan_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atan_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atanh_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atanh_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atanh_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atanh_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atanh_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atanh_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atanh_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_ceil_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_ceil_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_ceil_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_ceil_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_ceil_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_conj_physical_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_conj_physical_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_conj_physical_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_conj_physical_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_conj_physical_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_conj_physical_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_conj_physical_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_conj_physical_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_conj_physical_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_conj_physical_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_deg2rad_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_deg2rad_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_deg2rad_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_deg2rad_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erf_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erf_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erf_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erfinv_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_expm1_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_expm1_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_expm1_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_floor_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_floor_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_floor_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_floor_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_floor_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_floor_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_frac_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isinf_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isinf_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isinf_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isinf_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isinf_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isinf_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isnan_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isnan_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isnan_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isnan_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isneginf_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isneginf_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isneginf_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isneginf_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isneginf_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isneginf_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isposinf_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isposinf_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isposinf_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isposinf_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_log1p_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_log1p_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_log1p_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_log1p_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_log1p_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_amax_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_amax_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_amax_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_amax_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_amax_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_amin_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_amin_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_amin_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_amin_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_mean_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_mean_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_mean_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_prod_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_prod_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_prod_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_prod_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_prod_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_prod_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_sum_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_sum_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_sum_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_sum_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_sum_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_sum_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_sum_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_mul_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_mul_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_mul_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_mul_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_mul_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_neg_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_neg_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_neg_cuda_complex64, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_nn_functional_relu_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_nn_functional_relu_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_nn_functional_relu_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_nn_functional_relu_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_nn_functional_relu_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_rad2deg_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_rad2deg_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_rad2deg_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_rad2deg_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_rad2deg_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_randn_like_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_randn_like_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_randn_like_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_randn_like_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_round_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_round_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_round_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sign_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sign_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sign_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sign_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_signbit_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_signbit_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_signbit_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_to_sparse_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_to_sparse_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_to_sparse_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_to_sparse_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_trunc_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_trunc_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_trunc_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_trunc_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_trunc_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_trunc_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_zeros_like_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_zeros_like_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_zeros_like_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_zeros_like_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_zeros_like_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_abs_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_abs_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_abs_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_abs_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_abs_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_abs_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_abs_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_abs_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_abs_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_abs_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_abs_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_angle_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_angle_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_angle_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_angle_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_angle_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_angle_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_angle_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asin_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asin_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asin_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asin_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asin_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asin_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asinh_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asinh_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atan_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atan_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atan_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atan_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atan_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atan_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atanh_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atanh_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atanh_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atanh_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atanh_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atanh_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atanh_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atanh_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atanh_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atanh_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_ceil_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_ceil_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_ceil_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_ceil_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_conj_physical_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_conj_physical_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_conj_physical_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_conj_physical_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_deg2rad_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_deg2rad_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_deg2rad_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_erf_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_erf_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_erf_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_erf_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_erf_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_erf_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_erfinv_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_erfinv_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_erfinv_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_erfinv_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_erfinv_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_erfinv_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_erfinv_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_expm1_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_expm1_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_expm1_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_expm1_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_expm1_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_expm1_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_expm1_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_expm1_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_expm1_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_expm1_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_floor_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_floor_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_floor_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_floor_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_floor_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_frac_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_frac_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isinf_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isinf_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isinf_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isinf_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isnan_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isnan_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isnan_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isnan_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isneginf_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isneginf_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isneginf_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isneginf_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isneginf_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isneginf_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isneginf_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isneginf_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isposinf_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isposinf_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isposinf_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isposinf_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_log1p_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_log1p_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_log1p_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_log1p_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_log1p_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amax_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amax_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amax_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amax_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amax_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amin_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amin_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amin_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amin_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amin_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_mean_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_mean_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_prod_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_prod_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_prod_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_prod_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_sum_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_sum_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_sum_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_sum_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_sum_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_sum_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_mul_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_mul_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_mul_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_mul_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_mul_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_mul_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_mul_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_mul_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_neg_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_neg_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_neg_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_neg_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_neg_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_neg_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_neg_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_neg_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_neg_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_nn_functional_relu_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_nn_functional_relu_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_nn_functional_relu_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_nn_functional_relu_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_positive_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_positive_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_positive_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_positive_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_positive_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_positive_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_positive_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_positive_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_positive_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_rad2deg_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_rad2deg_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_rad2deg_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_rad2deg_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_rad2deg_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_randn_like_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_randn_like_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_randn_like_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_randn_like_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_round_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_round_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_round_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_round_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_round_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sign_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sign_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sign_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sign_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sign_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sign_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_signbit_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_signbit_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_signbit_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_signbit_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_signbit_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sin_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sin_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sin_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sin_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sinh_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sinh_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sinh_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sinh_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sinh_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sinh_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sqrt_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sqrt_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sqrt_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sqrt_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sum_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sum_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sum_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sum_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tan_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tan_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tan_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tan_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tan_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tanh_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tanh_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tanh_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tanh_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tanh_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tanh_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tanh_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tanh_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_to_sparse_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_to_sparse_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_to_sparse_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_to_sparse_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_to_sparse_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_to_sparse_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_trunc_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_trunc_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_trunc_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_trunc_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_zeros_like_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_zeros_like_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_zeros_like_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_zeros_like_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_zeros_like_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_SparseBSC_cuda_bool, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseBSR_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseBSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseBSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseBSR_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSC_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSR_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSR_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSC_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSR_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSR_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSR_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseBSR_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSC_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSC_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSC_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSC_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSR_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSR_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSR_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSC_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSC_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSR_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSR_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseBSR_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSC_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSC_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSR_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSR_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_tensor_SparseCSR_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSC_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSC_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSC_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSR_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSR_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSR_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSR_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSC_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSR_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSR_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSR_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSR_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSC_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSR_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSR_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSC_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSR_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSR_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSR_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSR_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSR_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSR_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSR_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSR_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSR_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSR_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_16_int64_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_16_int64_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_16_int64_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_32_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_32_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_32_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_32_int64_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_32_int64_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_64_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_64_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_block_size_64_int64_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_16_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_2_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_2_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_2x3_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_softmax_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_softmax_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_softmax_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16_out_dtype_unspecified_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16x32_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16x32_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16x32_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16x32_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16x32_out_dtype_unspecified_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16x32_out_dtype_unspecified_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_32_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_32_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_32_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_32_out_dtype_unspecified_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16x32_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16x32_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16x32_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_32_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_32_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_32_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_32_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_32_out_dtype_unspecified_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16_out_dtype_unspecified_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16_out_dtype_unspecified_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16x32_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16x32_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16x32_out_dtype_unspecified_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_32_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_32_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_32_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16_out_dtype_unspecified_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16x32_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16x32_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16x32_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_32_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_32_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_32_out_dtype_unspecified_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_32_out_dtype_unspecified_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_sampled_addmm_block_size_64_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_sampled_addmm_block_size_64_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_sampled_addmm_block_size_64_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_scaled_dot_product_attention_block_size_16_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_scaled_dot_product_attention_block_size_32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_scaled_dot_product_attention_block_size_32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_scaled_dot_product_attention_block_size_64_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_scaled_dot_product_attention_block_size_64_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_scatter_mm_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op__int_bsr_dense_addmm_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op__int_bsr_dense_addmm_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op__int_bsr_dense_addmm_out_dtype_int32_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op__int_bsr_dense_addmm_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op__int_bsr_dense_addmm_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op_bsr_dense_addmm_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op_bsr_dense_addmm_out_dtype_int32_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op_bsr_dense_addmm_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_tune_op_bsr_dense_addmm_out_dtype_unspecified_cuda_int8 2025-09-07T09:01:51.3833735Z 2025-09-07T09:01:54.4107821Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T09:01:54.4109189Z import pkg_resources 2025-09-07T09:01:54.7508771Z Running lazy/test_debug_util 1/1 ... [2025-09-07 09:01:54.750412] 2025-09-07T09:01:54.7509370Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T09:01:54.7510814Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_debug_util.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 09:01:54.750754] 2025-09-07T09:01:58.3735332Z 2025-09-07T09:01:58.3736231Z lazy/test_debug_util 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_debug_util_1.1_97be922f39b0aa36_.log 2025-09-07T09:01:58.3737220Z Running 1 items in this shard: test/lazy/test_debug_util.py::DebugUtilTest::test_get_python_frames 2025-09-07T09:01:58.3737607Z 2025-09-07T09:02:01.6809419Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T09:02:01.6811427Z import pkg_resources 2025-09-07T09:02:02.0233061Z Running nn/test_init 1/1 ... [2025-09-07 09:02:02.022820] 2025-09-07T09:02:02.0233461Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T09:02:02.0234835Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_init.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 09:02:02.023218] 2025-09-07T09:02:08.7023096Z 2025-09-07T09:02:08.7024187Z nn/test_init 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_init_1.1_19de39ab5c1d48e0_.log 2025-09-07T09:02:08.7030284Z Running 30 items in this shard: test/nn/test_init.py::TestNNInit::test_calculate_gain_leaky_relu, test/nn/test_init.py::TestNNInit::test_calculate_gain_leaky_relu_only_accepts_numbers, test/nn/test_init.py::TestNNInit::test_calculate_gain_linear, test/nn/test_init.py::TestNNInit::test_calculate_gain_nonlinear, test/nn/test_init.py::TestNNInit::test_calculate_gain_only_accepts_valid_nonlinearities, test/nn/test_init.py::TestNNInit::test_constant, test/nn/test_init.py::TestNNInit::test_deprecation, test/nn/test_init.py::TestNNInit::test_dirac_identity, test/nn/test_init.py::TestNNInit::test_dirac_only_works_on_3_4_5d_inputs, test/nn/test_init.py::TestNNInit::test_dirac_properties, test/nn/test_init.py::TestNNInit::test_eye, test/nn/test_init.py::TestNNInit::test_eye_only_works_on_2d_inputs, test/nn/test_init.py::TestNNInit::test_kaiming_normal, test/nn/test_init.py::TestNNInit::test_kaiming_normal_errors_on_inputs_smaller_than_2d, test/nn/test_init.py::TestNNInit::test_kaiming_normal_warning_on_0element_tensor, test/nn/test_init.py::TestNNInit::test_kaiming_uniform, test/nn/test_init.py::TestNNInit::test_kaiming_uniform_errors_on_inputs_smaller_than_2d, test/nn/test_init.py::TestNNInit::test_kaiming_uniform_warning_on_0element_tensor, test/nn/test_init.py::TestNNInit::test_normal, test/nn/test_init.py::TestNNInit::test_ones_and_zeros, test/nn/test_init.py::TestNNInit::test_orthogonal, test/nn/test_init.py::TestNNInit::test_sparse_default_std, test/nn/test_init.py::TestNNInit::test_sparse_only_works_on_2d_inputs, test/nn/test_init.py::TestNNInit::test_trunc_normal, test/nn/test_init.py::TestNNInit::test_trunc_normal_generator, test/nn/test_init.py::TestNNInit::test_uniform, test/nn/test_init.py::TestNNInit::test_xavier_normal, test/nn/test_init.py::TestNNInit::test_xavier_normal_errors_on_inputs_smaller_than_2d, test/nn/test_init.py::TestNNInit::test_xavier_uniform, test/nn/test_init.py::TestNNInit::test_xavier_uniform_errors_on_inputs_smaller_than_2d 2025-09-07T09:02:08.7035548Z 2025-09-07T09:02:11.8046525Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T09:02:11.8047912Z import pkg_resources 2025-09-07T09:02:12.1565364Z Running torch_np/numpy_tests/lib/test_arraysetops 1/1 ... [2025-09-07 09:02:12.156123] 2025-09-07T09:02:12.1565889Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T09:02:12.1568132Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_arraysetops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 09:02:12.156525] 2025-09-07T09:02:14.6984386Z 2025-09-07T09:02:14.6985490Z test_unary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_unary_ufuncs_1.1_a257c832c6173e4b_.log 2025-09-07T09:02:15.3906646Z Running 25072 items in this shard: test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_angle_complex_to_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_angle_complex_to_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_big_number_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_signed_zero_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_signed_zero_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_zero_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_abs_zero_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs__conversions_bool_cuda_complex64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_isneginf_cuda_uint8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log10_cuda_float64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_log_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sin_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_multigammaln_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_batch_vs_slicing_trunc_cuda_int32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_erfinv_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_exp_cuda_complex32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_rsqrt_cuda_complex32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_positive_cuda_uint8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_large_dim_real_cuda_int32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_logical_not_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sigmoid_cuda_int32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_size1_signbit_cuda_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_deg2rad_cuda_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_multigammaln_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other__refs_tan_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_every_other_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs__conversions_bool_cuda_complex128, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_acosh_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_atanh_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_digamma_cuda_float64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_multigammaln_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_contig_vs_transposed_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_digamma_special_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_digamma_special_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_exp_slow_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_float_domains_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_frexp_assert_raises_cuda, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_edge_cases_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_edge_cases_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardshrink_edge_cases_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_backward_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_backward_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_backward_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardswish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardswish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_hardswish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_range3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_special_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_special_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_special_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_i0_special_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igamma_common_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igamma_common_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igamma_edge_cases_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igamma_edge_cases_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igammac_common_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igammac_common_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igammac_edge_cases_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_igammac_edge_cases_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_isposinf_isneginf_non_boolean_output_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_log1p_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_log1p_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_bfloat16_cuda, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_narrow_dtypes_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_narrow_dtypes_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig__refs__conversions_bfloat16_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_acos_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_ceil_cuda_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_sinh_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bfloat16_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_bool_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_byte_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cdouble_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cfloat_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_chalf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_char_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_double_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_float_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_half_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_int_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_long_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_hardtanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_rrelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_rrelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_rrelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_bessel_j1_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_expand_special_spherical_bessel_j0_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_imag_cuda_complex64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_exp2_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_jiterator_unary_cuda_complex128, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_log1p_cuda_uint8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nan_to_num_cuda_float16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_hardshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_hardshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_hardshrink_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu6_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_relu_cuda_float16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_0_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_short_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sinh_cuda_complex128, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_tanh_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_index_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_int_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_int_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_jiterator_unary_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_log10_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_rrelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_nn_functional_softshrink_cuda_float64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_round_decimals_neg_3_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_sinc_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_non_contig_special_bessel_y1_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_extremal_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atan_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_bitwise_not_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_exp_cuda_float16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sigmoid_cuda_int32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_multigammaln_mvlgamma_p_5_cuda_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_sqrt_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_square_cuda_uint8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_abs_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atanh_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_exp_cuda_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sin_cuda_complex64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_airy_ai_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_large_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_asin_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal__refs_round_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_floor_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_i0_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isposinf_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sigmoid_cuda_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_ndtr_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_normal_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_erfinv_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isneginf_cuda_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_erfcx_cuda_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_i1_cuda_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_square_cuda_complex128, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_tanh_cuda_complex64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small__refs_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_abs_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_acosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_angle_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_asinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_atanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_bitwise_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_ceil_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_conj_physical_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cos_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_cosh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_deg2rad_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_digamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_erfinv_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_exp_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_expm1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_fill_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_floor_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frac_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frac_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frac_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frac_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frexp_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frexp_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frexp_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_frexp_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_imag_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_imag_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_imag_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isfinite_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isnan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isneginf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isposinf_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_isreal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_jiterator_unary_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_lgamma_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log10_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log1p_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_log_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logical_not_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_logit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nan_to_num_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_neg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_celu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_celu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_celu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_celu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_elu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_elu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_elu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_elu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_hardsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_hardsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_hardsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_hardsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_logsigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_logsigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_logsigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_logsigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_mish_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_mish_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_mish_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_mish_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_prelu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_prelu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_prelu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_prelu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_relu_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_selu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_selu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_selu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_selu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softplus_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softplus_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softplus_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softplus_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_softsign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_tanhshrink_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_nn_functional_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_2_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_3_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_polygamma_polygamma_n_4_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_positive_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rad2deg_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_real_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_reciprocal_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_neg_3_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_neg_3_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_neg_3_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_round_decimals_neg_3_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_rsqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sgn_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sigmoid_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sign_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_signbit_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sin_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sinh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_airy_ai_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_j1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_bessel_y1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_entr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_erfcx_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i0e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_i1e_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_log_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_i1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtr_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_ndtri_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_polygamma_special_polygamma_n_0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_scaled_modified_bessel_k1_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_special_spherical_bessel_j0_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_sqrt_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_square_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tan_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_tanh_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_reference_numerics_small_trunc_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_silu_complex_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_silu_complex_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_silu_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_silu_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_sinc_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_i0_i1_vs_scipy_cuda_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_i0_i1_vs_scipy_cuda_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_i0_i1_vs_scipy_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_i0_i1_vs_scipy_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_log_ndtr_vs_scipy_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_log_ndtr_vs_scipy_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_ndtr_vs_scipy_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_special_ndtr_vs_scipy_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_threshold_cuda_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCUDA::test_unary_out_op_mem_overlap_cuda_float64 2025-09-07T09:02:16.1064859Z 2025-09-07T09:02:16.1064874Z 2025-09-07T09:02:16.1065454Z torch_np/numpy_tests/lib/test_arraysetops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_arraysetops_1.1_5b1201e3936917bc_.log 2025-09-07T09:02:16.1082353Z Running 62 items in this shard: test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_forbidden_type_casts_ary0_prepend0_append_nan_expected_to_end, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_forbidden_type_casts_ary1_prepend1_append1_expected_to_begin, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_forbidden_type_casts_ary2_prepend_nan_append_nan_expected_to_begin, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary0_prepend_65536_append_65540_expected0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary1_prepend1_append1_expected1, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary2_prepend_0_append_0_expected2, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary3_prepend_3_append_-9_expected3, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_boolean_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_boolean_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_boolean_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_both_arrays_are_object, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_both_arrays_have_structured_dtype, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_char_array, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_errors, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_first_array_is_object, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_hit_alternate_algorithm, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_invert_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_invert_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_invert_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_boolean_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_boolean_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_boolean_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype10_dtype20_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype10_dtype20_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype10_dtype20_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype11_dtype21_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype11_dtype21_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype11_dtype21_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_ravel_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_ravel_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_ravel_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_second_array_is_object, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_table_timedelta_fails, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_timedelta_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_timedelta_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_with_arrays_containing_tuples, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_intersect1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_intersect1d_array_like, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_intersect1d_indices, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_isin_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_isin_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_isin_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_manyways, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setdiff1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setdiff1d_char_array, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setdiff1d_unique, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setxor1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_union1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d_2, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d_with_axis_axis_-1, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d_with_axis_axis_0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis_errors, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis_list, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis_zeros, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_nanequals, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_sort_order_with_axis 2025-09-07T09:02:16.1098627Z 2025-09-07T09:02:17.8839698Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T09:02:17.8841375Z import pkg_resources 2025-09-07T09:02:18.2094200Z Running test_functional_autograd_benchmark 1/1 ... [2025-09-07 09:02:18.208962] 2025-09-07T09:02:18.2094830Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T09:02:18.2096106Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_functional_autograd_benchmark.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 09:02:18.209297] 2025-09-07T09:02:19.1774525Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T09:02:19.1775899Z import pkg_resources 2025-09-07T09:02:19.5074980Z Running test_function_schema 1/1 ... [2025-09-07 09:02:19.507006] 2025-09-07T09:02:19.5075532Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T09:02:19.5076857Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_function_schema.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 09:02:19.507375] 2025-09-07T09:02:23.3322446Z 2025-09-07T09:02:23.3323795Z test_function_schema 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_function_schema_1.1_bc82a6e4a1850a3e_.log 2025-09-07T09:02:23.3329315Z Running 15 items in this shard: test/test_function_schema.py::TestFunctionSchema::test_backward_compatible_arguments, test/test_function_schema.py::TestFunctionSchema::test_backward_compatible_outputs, test/test_function_schema.py::TestFunctionSchema::test_backward_compatible_structure, test/test_function_schema.py::TestFunctionSchema::test_backward_compatible_with_smart_serialization, test/test_function_schema.py::TestFunctionSchema::test_forward_compatible_arguments_real_use_case, test/test_function_schema.py::TestFunctionSchema::test_forward_compatible_arguments_with_out, test/test_function_schema.py::TestFunctionSchema::test_forward_compatible_arguments_without_out, test/test_function_schema.py::TestFunctionSchema::test_hash_schema, test/test_function_schema.py::TestFunctionSchema::test_out_schema, test/test_function_schema.py::TestFunctionSchema::test_schema_error, test/test_function_schema.py::TestFunctionSchema::test_serialize_and_deserialize, test/test_function_schema.py::TestFunctionSchema::test_string_optional_parameter_default_value, test/test_function_schema.py::TestFunctionSchema::test_sym_int_argument_properly_parsed, test/test_function_schema.py::TestFunctionSchema::test_tensor_list_alias_annotation_properly_parsed, test/test_function_schema.py::TestFunctionSchema::test_tensor_option_arguments_properly_parsed 2025-09-07T09:02:23.3333260Z 2025-09-07T09:02:26.4679904Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T09:02:26.4681277Z import pkg_resources 2025-09-07T09:02:26.7976687Z Running test_cuda_multigpu 1/1 ... [2025-09-07 09:02:26.797216] 2025-09-07T09:02:26.7977123Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T09:02:26.7978994Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_cuda_multigpu.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 09:02:26.797597] 2025-09-07T09:02:30.4193897Z 2025-09-07T09:02:30.4194980Z test_cuda_multigpu 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_multigpu_1.1_c38a856972a6114f_.log 2025-09-07T09:02:30.4217138Z Running 60 items in this shard: test/test_cuda_multigpu.py::TestCudaMultiGPU::test_autogpu, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_caching_pinned_memory_multi_gpu, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_cat_autogpu, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_copy_device, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_copy_streams, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_cuda_device_memory_allocated, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_cuda_init_race, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_cuda_memory_leak_detection, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_cuda_set_device, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_cuda_synchronize, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_current_stream, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_default_stream, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_events_multi_gpu_elapsed_time, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_events_multi_gpu_query, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_events_wait, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_external_streams, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_external_streams_multi_device, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_get_set_rng_state_all, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_grad_scaling_device_as_key, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_grad_scaling_multigpu, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_grad_scaling_scale, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_load_nonexistent_device, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_mem_get_info, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_memory_stats_multigpu, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_multigpu_serialization_remap, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_multigpu_serialization_remap_dict, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_multigpu_storage_clone, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_new, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_rng_state_offset, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_stream_context, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_stream_event_device, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_stream_event_nogil, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_streaming_backwards_device_transfer, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_streams_multi_gpu, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_streams_multi_gpu_eq, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_streams_multi_gpu_query, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_streams_priority, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_tensor_device, test/test_cuda_multigpu.py::TestCudaComm::test_broadcast_coalesced, test/test_cuda_multigpu.py::TestCudaComm::test_broadcast_coalesced_dense_only, test/test_cuda_multigpu.py::TestCudaComm::test_broadcast_coalesced_empty_tensors, test/test_cuda_multigpu.py::TestCudaComm::test_broadcast_cpu, test/test_cuda_multigpu.py::TestCudaComm::test_broadcast_gpu, test/test_cuda_multigpu.py::TestCudaComm::test_gather, test/test_cuda_multigpu.py::TestCudaComm::test_gather_dim, test/test_cuda_multigpu.py::TestCudaComm::test_gather_namedtuple, test/test_cuda_multigpu.py::TestCudaComm::test_gather_neg_dim, test/test_cuda_multigpu.py::TestCudaComm::test_memory_format_scatter_gather, test/test_cuda_multigpu.py::TestCudaComm::test_reduce_add, test/test_cuda_multigpu.py::TestCudaComm::test_reduce_add_coalesced, test/test_cuda_multigpu.py::TestCudaComm::test_reduce_add_coalesced_dense_only, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_cpu, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_cpu_dim, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_cpu_neg_dim, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_cpu_sizes, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_gpu, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_gpu_dim, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_gpu_neg_dim, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_gpu_sizes, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_namedtuple 2025-09-07T09:02:30.4238388Z 2025-09-07T09:02:33.5988192Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T09:02:33.5989443Z import pkg_resources 2025-09-07T09:02:33.9506081Z Running test_type_promotion 1/1 ... [2025-09-07 09:02:33.950195] 2025-09-07T09:02:33.9506551Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T09:02:33.9508542Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_type_promotion.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 09:02:33.950612] 2025-09-07T09:02:41.2153996Z 2025-09-07T09:02:41.2155412Z test_functional_autograd_benchmark 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_functional_autograd_benchmark_1.1_10b7fe9c1723bafb_.log 2025-09-07T09:02:41.2157277Z Running 2 items in this shard: test/test_functional_autograd_benchmark.py::TestFunctionalAutogradBenchmark::test_fast_tasks, test/test_functional_autograd_benchmark.py::TestFunctionalAutogradBenchmark::test_slow_tasks 2025-09-07T09:02:41.2158244Z 2025-09-07T09:02:44.2027549Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T09:02:44.2028958Z import pkg_resources 2025-09-07T09:02:44.5236044Z Running torch_np/test_reductions 1/1 ... [2025-09-07 09:02:44.523163] 2025-09-07T09:02:44.5236611Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T09:02:44.5238197Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_reductions.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 09:02:44.523541] 2025-09-07T09:02:46.7882917Z 2025-09-07T09:02:46.7884026Z test_type_promotion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_type_promotion_1.1_25c4e10ed955ed2a_.log 2025-09-07T09:02:46.8005975Z Running 423 items in this shard: test/test_type_promotion.py::TestTypePromotionCUDA::test_add_wrapped_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_alpha_mismatch_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_alternate_result_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_bfloat16_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_booleans_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_can_cast_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_cat_different_dtypes_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_cat_out_different_dtypes_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_bool_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_bool_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_bool_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_bool_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float64_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float64_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_int32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_int32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_int32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_int32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_bool_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_bool_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_bool_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_bool_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float64_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float64_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_int32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_int32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_int32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_int32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_bool_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_bool_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_bool_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_bool_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float64_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float64_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_int32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_int32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_int32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_int32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_bool_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_bool_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_bool_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_bool_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float64_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float64_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_int32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_int32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_int32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_int32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_comparison_ops_with_type_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_complex_assertraises_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_complex_half_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_complex_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_complex_scalar_mult_tensor_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_computation_ignores_out_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_create_bool_tensors_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_cuda_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_cuda_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_cuda_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_cuda_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_cuda_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_cuda_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_float_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_from_issue_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_half_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_indexing_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_indexing_fail_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_inplace_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_int_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_int_to_float_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_integer_addcdiv_deprecated_cuda_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_integer_addcdiv_deprecated_cuda_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_integer_addcdiv_deprecated_cuda_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_integer_addcdiv_deprecated_cuda_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_integer_addcdiv_deprecated_cuda_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_lt_with_type_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_many_promotions_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_mixed_type_backward_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_non_promoting_ops_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_complex128_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_complex128_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_complex128_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_complex128_float16, 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test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_bfloat16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_bfloat16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_bfloat16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_bfloat16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_tensor_vs_scalar_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_add_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_div_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_div_promotion_cuda_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_div_promotion_cuda_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_div_promotion_cuda_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_div_promotion_cuda_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_div_promotion_cuda_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_mul_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_sub_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_ternary_out_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_transpose_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex128_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex128_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex128_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex128_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex128_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex64_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex64_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex64_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float32_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float32_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float32_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float64_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float64_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float64_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_int64_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_int64_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_int64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_int64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_int64_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unsigned_cuda 2025-09-07T09:02:46.8120318Z 2025-09-07T09:02:49.8422884Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T09:02:49.8424272Z import pkg_resources 2025-09-07T09:02:50.1879168Z Running test_dlpack 1/1 ... [2025-09-07 09:02:50.187498] 2025-09-07T09:02:50.1879970Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T09:02:50.1881308Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_dlpack.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 09:02:50.187873] 2025-09-07T09:02:50.7503008Z 2025-09-07T09:02:50.7503819Z torch_np/test_reductions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_reductions_1.1_ff0cd7afd6ee4268_.log 2025-09-07T09:02:50.7782878Z Running 966 items in this shard: test/torch_np/test_reductions.py::TestFlatnonzero::test_basic, test/torch_np/test_reductions.py::TestAny::test_basic, test/torch_np/test_reductions.py::TestAny::test_method_vs_function, test/torch_np/test_reductions.py::TestAny::test_nd, test/torch_np/test_reductions.py::TestAll::test_basic, test/torch_np/test_reductions.py::TestAll::test_method_vs_function, test/torch_np/test_reductions.py::TestAll::test_nd, test/torch_np/test_reductions.py::TestMean::test_mean, test/torch_np/test_reductions.py::TestMean::test_mean_float16, test/torch_np/test_reductions.py::TestMean::test_mean_values, test/torch_np/test_reductions.py::TestMean::test_mean_where, test/torch_np/test_reductions.py::TestSum::test_sum, test/torch_np/test_reductions.py::TestSum::test_sum_boolean, test/torch_np/test_reductions.py::TestSum::test_sum_complex_1_dt0, test/torch_np/test_reductions.py::TestSum::test_sum_complex_1_dt1, test/torch_np/test_reductions.py::TestSum::test_sum_complex_2_dt0, test/torch_np/test_reductions.py::TestSum::test_sum_complex_2_dt1, test/torch_np/test_reductions.py::TestSum::test_sum_dtypes_2, test/torch_np/test_reductions.py::TestSum::test_sum_dtypes_warnings, test/torch_np/test_reductions.py::TestSum::test_sum_initial, test/torch_np/test_reductions.py::TestSum::test_sum_stability, test/torch_np/test_reductions.py::TestSum::test_sum_where, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func0, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func1, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func10, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func11, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func2, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func3, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func4, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func5, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func6, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func7, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func8, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func9, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_bad_tuple_func0, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_bad_tuple_func1, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_bad_tuple_func10, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_bad_tuple_func11, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_bad_tuple_func2, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_bad_tuple_func3, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_bad_tuple_func4, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_bad_tuple_func5, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_bad_tuple_func6, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_bad_tuple_func7, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_bad_tuple_func8, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_bad_tuple_func9, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_empty_generic_func0, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_empty_generic_func1, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_empty_generic_func10, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_empty_generic_func11, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_empty_generic_func2, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_empty_generic_func3, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_empty_generic_func4, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_empty_generic_func5, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_empty_generic_func6, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_empty_generic_func7, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_empty_generic_func8, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_empty_generic_func9, test/torch_np/test_reductions.py::TestGenericReductions::test_bad_axis_func0, test/torch_np/test_reductions.py::TestGenericReductions::test_bad_axis_func1, test/torch_np/test_reductions.py::TestGenericReductions::test_bad_axis_func10, test/torch_np/test_reductions.py::TestGenericReductions::test_bad_axis_func11, test/torch_np/test_reductions.py::TestGenericReductions::test_bad_axis_func2, test/torch_np/test_reductions.py::TestGenericReductions::test_bad_axis_func3, test/torch_np/test_reductions.py::TestGenericReductions::test_bad_axis_func4, test/torch_np/test_reductions.py::TestGenericReductions::test_bad_axis_func5, test/torch_np/test_reductions.py::TestGenericReductions::test_bad_axis_func6, test/torch_np/test_reductions.py::TestGenericReductions::test_bad_axis_func7, test/torch_np/test_reductions.py::TestGenericReductions::test_bad_axis_func8, test/torch_np/test_reductions.py::TestGenericReductions::test_bad_axis_func9, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis5_func0, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis5_func1, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis5_func10, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis5_func11, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis5_func2, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis5_func3, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis5_func4, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis5_func5, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis5_func6, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis5_func7, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis5_func8, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis5_func9, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis6_func0, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis6_func1, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis6_func10, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis6_func11, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis6_func2, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis6_func3, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis6_func4, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis6_func5, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis6_func6, 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test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis_0, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis_1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis_2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func0, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func10, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func11, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func3, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func4, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func5, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func6, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func7, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func8, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func9, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_array_axis_func0, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_array_axis_func1, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_axis_bad_tuple_func0, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_axis_bad_tuple_func1, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_axis_empty_generic_func0, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_axis_empty_generic_func1, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_bad_axis_func0, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_bad_axis_func1 2025-09-07T09:02:50.8050944Z 2025-09-07T09:02:53.8371564Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T09:02:53.8373032Z import pkg_resources 2025-09-07T09:02:54.1392083Z 2025-09-07T09:02:54.1393058Z test_dlpack 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_dlpack_1.1_7f9502b5f769275a_.log 2025-09-07T09:02:54.1428278Z Running 142 items in this shard: test/test_dlpack.py::TestTorchDlPackCUDA::test_automatically_select_in_creation_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_copy_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_bfloat16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_bool, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_complex128, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_complex64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_float16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_float32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_float64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_int16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_int32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_int64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_int8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_uint16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_uint32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_uint64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_uint8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_bfloat16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_bool, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_complex128, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_complex64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_float16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_float32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_float64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_int16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_int32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_int64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_int8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_uint8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_bfloat16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_bool, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_complex128, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_complex64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_float16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_float32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_float64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_int16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_int32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_int64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_int8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_uint8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_convert_default_stream_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_cuda_per_thread_stream_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_default_stream_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_export_is_conj_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_export_non_strided_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_export_requires_grad_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_invalid_cpu_stream_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_invalid_cuda_streams_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_invalid_rocm_streams_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_normalize_strides_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_bfloat16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_bool, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_complex128, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_complex64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_float16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_float32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_float64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_int16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_int32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_int64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_int8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_uint16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_uint32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_uint64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_uint8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_shared_storage_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_bfloat16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_complex128, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_complex64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_float16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_float32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_float64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_int16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_int32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_int64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_int8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_uint8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_on_different_device_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_unsupported_dtype_error_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_bfloat16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_bool, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_complex128, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_complex64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_float16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_float32, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_float64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_int16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_int32, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_int64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_int8, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_uint16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_uint32, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_uint64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_uint8, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_bfloat16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_bool, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_complex128, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_complex64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_float16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_float32, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_float64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_int16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_int32, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_int64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_int8, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_uint16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_uint32, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_uint64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_uint8, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_bfloat16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_bool, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_complex128, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_complex64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_float16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_float32, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_float64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_int16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_int32, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_int64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_int8, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_uint16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_uint32, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_uint64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_uint8, test/test_dlpack.py::TestTorchDlPackCUDA::test_max_version_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_needs_copy_error_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_no_copy_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_numpy_dlpack_protocol_conversion_cuda_complex128, test/test_dlpack.py::TestTorchDlPackCUDA::test_numpy_dlpack_protocol_conversion_cuda_complex64, test/test_dlpack.py::TestTorchDlPackCUDA::test_numpy_dlpack_protocol_conversion_cuda_float16, test/test_dlpack.py::TestTorchDlPackCUDA::test_numpy_dlpack_protocol_conversion_cuda_float32, test/test_dlpack.py::TestTorchDlPackCUDA::test_numpy_dlpack_protocol_conversion_cuda_float64, test/test_dlpack.py::TestTorchDlPackCUDA::test_numpy_dlpack_protocol_conversion_cuda_int16, test/test_dlpack.py::TestTorchDlPackCUDA::test_numpy_dlpack_protocol_conversion_cuda_int32, test/test_dlpack.py::TestTorchDlPackCUDA::test_numpy_dlpack_protocol_conversion_cuda_int64, test/test_dlpack.py::TestTorchDlPackCUDA::test_numpy_dlpack_protocol_conversion_cuda_int8, test/test_dlpack.py::TestTorchDlPackCUDA::test_numpy_dlpack_protocol_conversion_cuda_uint16, test/test_dlpack.py::TestTorchDlPackCUDA::test_numpy_dlpack_protocol_conversion_cuda_uint32, test/test_dlpack.py::TestTorchDlPackCUDA::test_numpy_dlpack_protocol_conversion_cuda_uint64, test/test_dlpack.py::TestTorchDlPackCUDA::test_numpy_dlpack_protocol_conversion_cuda_uint8, test/test_dlpack.py::TestTorchDlPackCUDA::test_unsupported_device_error_cuda 2025-09-07T09:02:54.1461283Z 2025-09-07T09:02:54.1615052Z Running torch_np/numpy_tests/core/test_scalar_ctors 1/1 ... [2025-09-07 09:02:54.161170] 2025-09-07T09:02:54.1615546Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T09:02:54.1618225Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalar_ctors.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 09:02:54.161547] 2025-09-07T09:02:57.2781195Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T09:02:57.2782531Z import pkg_resources 2025-09-07T09:02:57.6230909Z Running profiler/test_profiler_tree 1/1 ... [2025-09-07 09:02:57.622680] 2025-09-07T09:02:57.6231458Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T09:02:57.6233911Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_profiler_tree.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 09:02:57.623091] 2025-09-07T09:02:57.8330137Z 2025-09-07T09:02:57.8331575Z torch_np/numpy_tests/core/test_scalar_ctors 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalar_ctors_1.1_98ec199afaf87c72_.log 2025-09-07T09:02:57.8351225Z Running 65 items in this shard: test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromString::test_bool, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromString::test_floating, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromString::test_floating_overflow, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromInt::test_intp, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromInt::test_uint64_from_negative, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t10_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t10_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t10_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t11_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t11_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t11_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t10_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t10_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t10_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t10_t23, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t11_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t11_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t11_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t11_t23, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t12_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t12_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t12_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t12_t23 2025-09-07T09:02:57.8369330Z 2025-09-07T09:03:00.8906465Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T09:03:00.8908420Z import pkg_resources 2025-09-07T09:03:01.2244843Z Running test_prims 1/1 ... [2025-09-07 09:03:01.224060] 2025-09-07T09:03:01.2245393Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T09:03:01.2247485Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_prims.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 09:03:01.224448] 2025-09-07T09:03:01.2944221Z 2025-09-07T09:03:01.2945131Z profiler/test_profiler_tree 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_profiler_tree_1.1_86e32246aa67f2ed_.log 2025-09-07T09:03:01.2949854Z Running 10 items in this shard: test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_cuda, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_cuda_detailed, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_cuda_with_stream, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_memory, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_memory_and_stack, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_record_function, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_stack_and_modules, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_stack_and_torch_dispatch, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_stack_and_torch_function 2025-09-07T09:03:01.2953483Z 2025-09-07T09:03:04.4137488Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T09:03:04.4138838Z import pkg_resources 2025-09-07T09:03:04.7360579Z Running test_jit_autocast 1/1 ... [2025-09-07 09:03:04.735623] 2025-09-07T09:03:04.7361117Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T09:03:04.7363061Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_jit_autocast.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 09:03:04.735979] 2025-09-07T09:03:06.2485928Z 2025-09-07T09:03:06.2487055Z test_prims 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_prims_1.1_d4b0bdec067fe00c_.log 2025-09-07T09:03:06.2494387Z Running 24 items in this shard: test/test_prims.py::TestPrimsBasic::test_check_deprecation_warning, test/test_prims.py::TestPrimsBasic::test_clone_complex, test/test_prims.py::TestPrimsBasic::test_mul_complex, test/test_prims.py::TestPrimsBasic::test_torch_ops, test/test_prims.py::TestPrimsCUDA::test_aten_overload_to_prims_cuda, test/test_prims.py::TestPrimsCUDA::test_broadcast_in_dim_cuda_float32, test/test_prims.py::TestPrimsCUDA::test_broadcast_in_dim_sum_cuda_float32, test/test_prims.py::TestPrimsCUDA::test_cbrt_prim_cuda_float64, test/test_prims.py::TestPrimsCUDA::test_cbrt_prim_cuda_int64, test/test_prims.py::TestPrimsCUDA::test_collapse_cuda_float32, test/test_prims.py::TestPrimsCUDA::test_functional_rng_wrappers_cuda_float32, test/test_prims.py::TestPrimsCUDA::test_memory_format_strides_cuda_float32, test/test_prims.py::TestPrimsCUDA::test_philox_rand_cuda_float32, test/test_prims.py::TestPrimsCUDA::test_reshape_view_method_cuda_float32, test/test_prims.py::TestPrimsCUDA::test_var_correction_0_cuda_float32, test/test_prims.py::TestPrimsCUDA::test_var_correction_1_cuda_float32, test/test_prims.py::TestRefsCUDA::test_constant_pad_nd_memory_format_cuda_float32, test/test_prims.py::TestRefsCUDA::test_inferred_tags_cuda, test/test_prims.py::TestRefsCUDA::test_infinite_loop_from_py_dispatcher_cuda, test/test_prims.py::TestRefsCUDA::test_linspace_with_complex_input_cuda, test/test_prims.py::TestRefsCUDA::test_logspace_with_complex_input_cuda, test/test_prims.py::TestRefsCUDA::test_unbind_cuda, test/test_prims.py::TestDecompCUDA::test_decomposition_method_vararg_ones_cuda_float32, test/test_prims.py::TestDecompCUDA::test_decomposition_method_vararg_permute_cuda_float32 2025-09-07T09:03:06.2499994Z 2025-09-07T09:03:09.3409089Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T09:03:09.3411020Z import pkg_resources 2025-09-07T09:03:09.6868096Z Running profiler/test_torch_tidy 1/1 ... [2025-09-07 09:03:09.686363] 2025-09-07T09:03:09.6868492Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T09:03:09.6870713Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_torch_tidy.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 09:03:09.686782] 2025-09-07T09:03:13.8515558Z 2025-09-07T09:03:13.8516363Z test_decomp 14/14 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_14.14_3ac3e11cab5ba07f_.log 2025-09-07T09:03:13.8697907Z Running 623 items in this shard: test/test_decomp.py::TestDecompCUDA::test_comprehensive_T_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___getitem___cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___radd___cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive___radd___cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmatmul___cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmod___cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rsub___cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rsub___cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive__native_batch_norm_legit_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__upsample_bilinear2d_aa_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_abs_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acos_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acos_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addcdiv_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addr_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_alias_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_all_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_allclose_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_allclose_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amax_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amin_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_angle_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_any_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argwhere_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_partial_views_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asin_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asinh_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asinh_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asinh_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atan2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atanh_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_1d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_1d_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_1d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_3d_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bfloat16_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_and_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_or_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bmm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bool_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bool_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bool_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_tensors_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_to_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_byte_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_byte_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cartesian_prod_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cdouble_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cdouble_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cfloat_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cholesky_solve_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cholesky_solve_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_max_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_column_stack_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_conj_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_constant_pad_nd_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_constant_pad_nd_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_contiguous_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_contiguous_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_contiguous_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_copysign_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_corrcoef_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cos_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cov_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cross_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cross_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumsum_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumulative_trapezoid_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_deg2rad_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_scatter_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_digamma_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_floor_rounding_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_trunc_rounding_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dot_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_double_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dsplit_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dstack_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dstack_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dstack_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_like_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_strided_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_strided_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eq_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eq_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_erf_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_erfinv_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_erfinv_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_exp_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_as_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_as_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expm1_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expm1_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eye_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fft2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fft_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftn_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftshift_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft2_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfftn_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfft2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfft_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfftn_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfftn_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfft2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfft_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flatten_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flip_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_divide_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmax_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmin_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmod_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_like_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gather_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gcd_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ge_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ge_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_geqrf_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gradient_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_grid_sampler_3d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gt_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_heaviside_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_histc_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hypot_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_fill_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_put_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amax_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amin_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amin_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_int_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_int_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isclose_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isinf_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isnan_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isnan_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isnan_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isneginf_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isneginf_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isposinf_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isposinf_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_2inputs_2outputs_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_2inputs_2outputs_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_binary_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_binary_return_by_ref_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lcm_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lgamma_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cross_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_diagonal_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_eigvals_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_inv_ex_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_ldl_solve_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_ldl_solve_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lstsq_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_matrix_norm_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_matrix_rank_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_qr_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_solve_triangular_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_svd_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_tensorinv_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vander_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vecdot_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_tensor_overload_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log10_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log10_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log1p_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log1p_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log2_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logaddexp_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logcumsumexp_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_and_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_and_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_not_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_or_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_xor_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_xor_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logit_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_tensor_overload_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_long_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lu_solve_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lu_solve_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mT_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmin_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmin_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_cumprod_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_cumprod_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_log_softmax_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_log_softmax_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_logsumexp_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_normalize_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_prod_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_select_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_select_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_softmin_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_sum_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_matmul_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_maximum_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_maximum_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_variadic_tensors_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_variadic_tensors_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_reduction_with_dim_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_msort_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mul_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mul_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mul_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mv_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nan_to_num_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nanmedian_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nanquantile_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ne_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ne_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ne_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_strided_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_adaptive_avg_pool1d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_adaptive_max_pool3d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_avg_pool1d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv1d_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv2d_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv3d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose1d_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose1d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose3d_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_cosine_embedding_loss_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_cosine_embedding_loss_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_dropout_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_hardshrink_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_hardsigmoid_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_hardtanh_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_hinge_embedding_loss_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_bicubic_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_bicubic_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_trilinear_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_trilinear_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_pool2d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_unpool1d_grad_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_multilabel_soft_margin_loss_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_nll_loss_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_constant_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pairwise_distance_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_poisson_nll_loss_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_prelu_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_prelu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_silu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softplus_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_threshold_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_triplet_margin_loss_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_unfold_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_upsample_nearest_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_fro_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_normal_number_mean_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ones_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ones_like_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ones_like_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_permute_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_4_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_put_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_quantile_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rad2deg_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_randn_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ravel_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reciprocal_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_remainder_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reshape_as_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reshape_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reshape_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resize_as__cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resolve_conj_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_roll_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_round_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rsqrt_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rsqrt_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rsub_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scalar_tensor_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_mean_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_prod_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_sum_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_searchsorted_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_select_scatter_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sigmoid_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sign_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sign_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signal_windows_bartlett_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signal_windows_exponential_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signal_windows_gaussian_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinc_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinc_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinh_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_slice_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_slice_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_slice_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_softmax_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_softmax_with_dtype_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_softmax_with_dtype_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sort_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_airy_ai_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_bessel_j0_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_bessel_j0_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_bessel_j1_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_bessel_j1_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_bessel_y1_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_t_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_u_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_entr_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i0e_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i0e_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i0e_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_laguerre_polynomial_l_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_legendre_polynomial_p_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_legendre_polynomial_p_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_i0_cuda_float64, 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test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_hardtanh_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_huber_loss_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_max_unpool2d_grad_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_mish_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_pad_constant_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_prelu_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu6_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_rrelu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_softplus_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_unfold_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_norm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_norm_fro_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_norm_inf_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_norm_nuc_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_norm_nuc_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_ones_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_ones_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_ones_like_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_permute_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_permute_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_permute_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_permute_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_permute_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_permute_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_rad2deg_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_renorm_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_repeat_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_rsqrt_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_rsub_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_rsub_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_select_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_select_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_select_scatter_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_select_scatter_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_sigmoid_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_signbit_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_sin_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_special_entr_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_special_erfcx_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_special_log_ndtr_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_special_ndtr_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_special_ndtr_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_special_ndtr_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_special_xlog1py_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_special_zeta_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_special_zeta_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_split_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_split_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_multiple_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_multiple_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_stack_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_stack_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_stack_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_std_mean_unbiased_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_std_unbiased_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_sum_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_t_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_tan_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_tan_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_trace_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_triu_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_var_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_vdot_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_where_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_GRU_eval_mode_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_GRU_train_mode_cuda_float32, test/test_decomp.py::DecompOneOffTestsCUDA::test_contiguous_softmax_cuda, test/test_decomp.py::DecompOneOffTestsCUDA::test_native_layer_norm_cpu_decomp_cuda, test/test_decomp.py::DecompOneOffTestsCUDA::test_sdpa_nn_functional_scaled_dot_product_attention_cuda_float32 2025-09-07T09:03:13.8846636Z 2025-09-07T09:03:17.4700463Z 2025-09-07T09:03:17.4701776Z profiler/test_torch_tidy 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_torch_tidy_1.1_2ce2f12829c5d74b_.log 2025-09-07T09:03:17.4712622Z Running 22 items in this shard: test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_allocation_id_uniqueness, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_allocation_ids, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_allocation_ids_with_other_ops, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_allocations, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_extra_fields, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_impl_reuse, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_mkldnn_tensors, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_module_and_optimizer_ids, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_nnmodule_params, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_optimizer, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_optimizer_parameters_adam, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_optimizer_parameters_sgd, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_pointers_and_ids, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_refcounts, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_scalar_ins, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_sparse_tensors, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensor_lists, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensor_properties, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensorimpl_invalidation_full, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensorimpl_invalidation_keep_alive, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensorimpl_invalidation_scalar_args, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensorimpl_invalidation_set 2025-09-07T09:03:17.4722515Z 2025-09-07T09:03:17.7674011Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T09:03:17.7676022Z import pkg_resources 2025-09-07T09:03:18.1103770Z Running profiler/test_python_tracer 1/1 ... [2025-09-07 09:03:18.109921] 2025-09-07T09:03:18.1104425Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T09:03:18.1105919Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_python_tracer.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 09:03:18.110325] 2025-09-07T09:03:21.3281903Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T09:03:21.3283544Z import pkg_resources 2025-09-07T09:03:21.6960311Z Running lazy/test_reuse_ir 1/1 ... [2025-09-07 09:03:21.695549] 2025-09-07T09:03:21.6960882Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T09:03:21.6963520Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_reuse_ir.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 09:03:21.695963] 2025-09-07T09:03:25.8226669Z 2025-09-07T09:03:25.8227743Z lazy/test_reuse_ir 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_reuse_ir_1.1_cf17e772a690e602_.log 2025-09-07T09:03:25.8229405Z Running 4 items in this shard: test/lazy/test_reuse_ir.py::TestLazyReuseIr::testAdd, test/lazy/test_reuse_ir.py::TestLazyReuseIr::testAddSub, test/lazy/test_reuse_ir.py::TestLazyReuseIr::testAddSubFallback, test/lazy/test_reuse_ir.py::TestLazyReuseIr::testBatchNorm 2025-09-07T09:03:25.8230512Z 2025-09-07T09:03:25.8431630Z 2025-09-07T09:03:25.8432932Z profiler/test_python_tracer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_python_tracer_1.1_b83af1596645413f_.log 2025-09-07T09:03:25.8435148Z Running 3 items in this shard: test/profiler/test_python_tracer.py::TestPythonTracer::test_method_with_c_function, test/profiler/test_python_tracer.py::TestPythonTracer::test_monitoring_callback, test/profiler/test_python_tracer.py::TestPythonTracer::test_unexpected_c_return_events 2025-09-07T09:03:25.8436633Z 2025-09-07T09:03:29.7511303Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T09:03:29.7513905Z import pkg_resources 2025-09-07T09:03:29.8936383Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T09:03:29.8938408Z import pkg_resources 2025-09-07T09:03:30.1584634Z Running test_quantization 1/4 ... [2025-09-07 09:03:30.157924] 2025-09-07T09:03:30.1585195Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-09-07T09:03:30.1587752Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_quantization.py', '-m', 'not serial', '--shard-id=1', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-09-07 09:03:30.158429] 2025-09-07T09:03:32.7132190Z 2025-09-07T09:03:32.7133534Z test_jit_autocast 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_autocast_1.1_8da6bcdc73142263_.log 2025-09-07T09:03:32.7152989Z Running 54 items in this shard: test/test_jit_autocast.py::TestAutocast::test_autocast_api, test/test_jit_autocast.py::TestAutocast::test_autocast_api_not_supported, test/test_jit_autocast.py::TestAutocast::test_autocast_autodiff, test/test_jit_autocast.py::TestAutocast::test_autocast_decorator, test/test_jit_autocast.py::TestAutocast::test_autocast_decorator_outside_jit, test/test_jit_autocast.py::TestAutocast::test_autocast_mixed_dtypes, test/test_jit_autocast.py::TestAutocast::test_callees, test/test_jit_autocast.py::TestAutocast::test_callees_with_autocast_off, test/test_jit_autocast.py::TestAutocast::test_callees_with_autocast_on, test/test_jit_autocast.py::TestAutocast::test_conditional_autocast, test/test_jit_autocast.py::TestAutocast::test_control_flow, test/test_jit_autocast.py::TestAutocast::test_divergent_autocast, test/test_jit_autocast.py::TestAutocast::test_divergent_types, test/test_jit_autocast.py::TestAutocast::test_duplicate_inputs, test/test_jit_autocast.py::TestAutocast::test_eager_and_script, test/test_jit_autocast.py::TestAutocast::test_explicit_casts, test/test_jit_autocast.py::TestAutocast::test_fp32_policy, test/test_jit_autocast.py::TestAutocast::test_fp32_policy_with_fp64, test/test_jit_autocast.py::TestAutocast::test_fp32_set_opt_dtype_policy, test/test_jit_autocast.py::TestAutocast::test_fp32_set_opt_dtype_policy_fp64, test/test_jit_autocast.py::TestAutocast::test_ignore_amp, test/test_jit_autocast.py::TestAutocast::test_implicitly_nested_autocast, test/test_jit_autocast.py::TestAutocast::test_inplace, test/test_jit_autocast.py::TestAutocast::test_jit_autocast_softmax_cpu, test/test_jit_autocast.py::TestAutocast::test_jit_autocast_softmax_gpu, test/test_jit_autocast.py::TestAutocast::test_jit_call_method_under_autocast, test/test_jit_autocast.py::TestAutocast::test_jit_executor_under_autocast, test/test_jit_autocast.py::TestAutocast::test_jit_freeze_autocast_basic, test/test_jit_autocast.py::TestAutocast::test_jit_freeze_autocast_constants, test/test_jit_autocast.py::TestAutocast::test_jit_generic_autocast, test/test_jit_autocast.py::TestAutocast::test_linear_bf16, test/test_jit_autocast.py::TestAutocast::test_minimal, test/test_jit_autocast.py::TestAutocast::test_minimal_cpu, test/test_jit_autocast.py::TestAutocast::test_minimal_off, test/test_jit_autocast.py::TestAutocast::test_nested_autocast, test/test_jit_autocast.py::TestAutocast::test_promote_policy, test/test_jit_autocast.py::TestAutocast::test_promote_policy_fp64, test/test_jit_autocast.py::TestAutocast::test_reused_autocast, test/test_jit_autocast.py::TestAutocast::test_reused_autocast_expr, test/test_jit_autocast.py::TestAutocast::test_runtime_autocast_state, test/test_jit_autocast.py::TestAutocast::test_runtime_autocast_state_expr, test/test_jit_autocast.py::TestAutocast::test_script_and_tracing, test/test_jit_autocast.py::TestAutocast::test_script_and_tracing_with_autocast, test/test_jit_autocast.py::TestAutocast::test_script_module, test/test_jit_autocast.py::TestAutocast::test_tracing_and_script, test/test_jit_autocast.py::TestAutocast::test_tracing_with_autocast_and_script, test/test_jit_autocast.py::TestJitTraceAutocast::test_cat_promote, test/test_jit_autocast.py::TestJitTraceAutocast::test_generate_autocast_jit_trace_model, test/test_jit_autocast.py::TestJitTraceAutocast::test_nchw_autocast_jit_trace_model, test/test_jit_autocast.py::TestJitTraceAutocast::test_nhwc_autocast_jit_trace_model, test/test_jit_autocast.py::TestJitTraceAutocast::test_script_autocast_cpu, test/test_jit_autocast.py::TestJitTraceAutocast::test_script_autocast_cuda, test/test_jit_autocast.py::TestJitTraceAutocast::test_script_autocast_enable_and_check, test/test_jit_autocast.py::TestJitTraceAutocast::test_scripted_aliasing 2025-09-07T09:03:32.7172075Z 2025-09-07T09:03:35.7159502Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T09:03:35.7160902Z import pkg_resources 2025-09-07T09:13:01.5245454Z 2025-09-07T09:13:01.5246514Z test_quantization 1/4 was successful, full logs can be found in artifacts with path test/test-reports/test_quantization_1.4_72e6ebe5ca65857f_.log 2025-09-07T09:13:01.5321891Z Running 324 items in this shard: test/test_quantization.py::TestQuantizedOps::test_group_norm, test/test_quantization.py::TestQuantizedOps::test_int8_batch_norm_onednn, test/test_quantization.py::TestQuantizedOps::test_int8_mul_onednn, test/test_quantization.py::TestQuantizedOps::test_leaky_relu_observed_output, test/test_quantization.py::TestQuantizedOps::test_max_pool2d_pt2e, test/test_quantization.py::TestQuantizedOps::test_max_pool3d_nhwc, test/test_quantization.py::TestQuantizedOps::test_mul_scalar_relu, test/test_quantization.py::TestQuantizedOps::test_qadd_relu_same_qparams, test/test_quantization.py::TestQuantizedOps::test_qlayer_norm, test/test_quantization.py::TestQuantizedOps::test_qmul_relu_same_qparams, test/test_quantization.py::TestQuantizedOps::test_quantized_equal, test/test_quantization.py::TestQuantizedOps::test_quantized_mean_qnnpack, test/test_quantization.py::TestQuantizedOps::test_sigmoid, test/test_quantization.py::TestQNNPackOps::test_adaptive_avg_pool2d, test/test_quantization.py::TestQNNPackOps::test_qnnpack_add_broadcast, test/test_quantization.py::TestQNNPackOps::test_qnnpack_sigmoid, test/test_quantization.py::TestQuantizedLinear::test_qlinear_add_relu_pt2e, test/test_quantization.py::TestQuantizedLinear::test_qlinear_leaky_relu, test/test_quantization.py::TestQuantizedLinear::test_qlinear_pt2e, test/test_quantization.py::TestQuantizedLinear::test_qlinear_relu, test/test_quantization.py::TestQuantizedLinear::test_qlinear_sum_fp8, test/test_quantization.py::TestQuantizedLinear::test_qlinear_with_input_q_dq_qweight_dq_output_fp32, test/test_quantization.py::TestQuantizedLinear::test_wrapped_quantized_linear, test/test_quantization.py::TestQuantizedConv::test_conv_reorder_issue_onednn, test/test_quantization.py::TestQuantizedConv::test_qconv2d, test/test_quantization.py::TestQuantizedConv::test_qconv2d_cudnn, test/test_quantization.py::TestQuantizedConv::test_qconv2d_hardswish_pt2e, test/test_quantization.py::TestQuantizedConv::test_qconv2d_hardtanh_fp8, test/test_quantization.py::TestQuantizedConv::test_qconv2d_pt2e, test/test_quantization.py::TestQuantizedConv::test_qconv2d_sum_fp8, test/test_quantization.py::TestQuantizedConv::test_qconv2d_sum_relu_fp8, test/test_quantization.py::TestQuantizedConv::test_qconv2d_swish_pt2e, test/test_quantization.py::TestQuantizedConv::test_qconv3d_unpack, test/test_quantization.py::TestQuantizedConv::test_qconv_transpose2d, test/test_quantization.py::TestDynamicQuantizedOps::test_dynamic_conv1d, test/test_quantization.py::TestDynamicQuantizedOps::test_dynamic_conv2d, test/test_quantization.py::TestDynamicQuantizedOps::test_linear_dynamic_fp16_onednn, test/test_quantization.py::TestDynamicQuantizedOps::test_linear_prepack_fp16_numerics, test/test_quantization.py::TestDynamicQuantizedOps::test_qlinear_legacy, test/test_quantization.py::TestComparatorOps::test_compare_tensor_tensor, test/test_quantization.py::TestPadding::test_constant_padNd, test/test_quantization.py::TestQuantizedEmbeddingOps::test_embedding, test/test_quantization.py::TestQuantizedEmbeddingOps::test_embedding_bag_2d_indices, test/test_quantization.py::TestQuantizedEmbeddingOps::test_embedding_bag_4bit, test/test_quantization.py::TestFakeQuantizeOps::test_backward_per_channel, test/test_quantization.py::TestFakeQuantizeOps::test_backward_per_channel_cachemask_cpu, test/test_quantization.py::TestFakeQuantizeOps::test_backward_per_channel_cachemask_cuda, test/test_quantization.py::TestFakeQuantizeOps::test_fake_quant_per_channel_qparam_range, test/test_quantization.py::TestFakeQuantizeOps::test_forward_per_channel_half_precision_numerics, test/test_quantization.py::TestFakeQuantizeOps::test_fq_module_per_tensor, test/test_quantization.py::TestFakeQuantizeOps::test_learnable_backward_per_tensor_cpu, test/test_quantization.py::TestFakeQuantizeOps::test_learnable_forward_per_tensor_cuda, test/test_quantization.py::TestFusedObsFakeQuant::test_fused_obs_fake_quant_moving_avg_per_channel, test/test_quantization.py::TestQuantizedTensor::test_decomposed_quantize_per_channel, test/test_quantization.py::TestQuantizedTensor::test_dequantize_fp16_cuda, test/test_quantization.py::TestQuantizedTensor::test_per_channel_qtensor_creation_cuda, test/test_quantization.py::TestQuantizedTensor::test_per_tensor_to_device, test/test_quantization.py::TestQuantizedTensor::test_qtensor_channel_float_assignment, test/test_quantization.py::TestQuantizedTensor::test_qtensor_copy, test/test_quantization.py::TestQuantizedTensor::test_qtensor_fill_per_channel, test/test_quantization.py::TestQuantizedTensor::test_qtensor_fill_per_tensor, test/test_quantization.py::TestQuantizedTensor::test_qtensor_float_assignment, test/test_quantization.py::TestQuantizedTensor::test_qtensor_index_select_cpu, test/test_quantization.py::TestQuantizedTensor::test_qtensor_index_select_cuda, test/test_quantization.py::TestQuantizedTensor::test_qtensor_load_save, test/test_quantization.py::TestQuantizedTensor::test_qtensor_masked_fill_cuda, test/test_quantization.py::TestQuantizedTensor::test_qtensor_quantize_per_channel, test/test_quantization.py::TestQuantizedTensor::test_qtensor_reshape, test/test_quantization.py::TestQuantizedTensor::test_qtensor_sub_byte_not_aligned_cols, test/test_quantization.py::TestQuantizedTensor::test_qtensor_view, test/test_quantization.py::TestQuantizedTensor::test_quant_pin_memory, test/test_quantization.py::TestQuantizedTensor::test_repeat, test/test_quantization.py::TestObserver::test_histogram_observer_consistent_buffer_shape, test/test_quantization.py::TestObserver::test_zero_numel, test/test_quantization.py::TestStaticQuantizedModule::test_channel_shuffle, test/test_quantization.py::TestStaticQuantizedModule::test_conv1d_api, test/test_quantization.py::TestStaticQuantizedModule::test_conv1d_relu_api, test/test_quantization.py::TestStaticQuantizedModule::test_conv2d_add, test/test_quantization.py::TestStaticQuantizedModule::test_instance_norm, test/test_quantization.py::TestStaticQuantizedModule::test_layer_norm, test/test_quantization.py::TestStaticQuantizedModule::test_leaky_relu, test/test_quantization.py::TestStaticQuantizedModule::test_pool_api, test/test_quantization.py::TestStaticQuantizedModule::test_prelu, test/test_quantization.py::TestDynamicQuantizedModule::test_dynamic_conv2d, test/test_quantization.py::TestReferenceQuantizedModule::test_rnn, test/test_quantization.py::TestHistogramObserver::test_histogram_observer_one_sided, test/test_quantization.py::TestHistogramObserver::test_histogram_observer_update_within_range_succeeds, test/test_quantization.py::TestDistributed::test_device_affinity, test/test_quantization.py::TestDistributed::test_fake_quant_preserves_buffers, test/test_quantization.py::TestFusedObsFakeQuantModule::test_embedding_qat_config, test/test_quantization.py::TestFusedObsFakeQuantModule::test_fused_mod_reduce_range, test/test_quantization.py::TestFusedObsFakeQuantModule::test_fused_obs_fq_moving_avg_module, test/test_quantization.py::TestBackendConfig::test_backend_op_config_set_fuser_method, test/test_quantization.py::TestBackendConfig::test_backend_op_config_set_input_type_to_index, test/test_quantization.py::TestBackendConfig::test_backend_op_config_set_observation_type, test/test_quantization.py::TestBackendConfig::test_backend_op_config_set_qat_module, test/test_quantization.py::TestBackendConfig::test_dtype_config_to_dict, test/test_quantization.py::TestUtils::test_get_fqn_to_example_inputs_simple, test/test_quantization.py::TestUtils::test_quantize_weight_clamping_per_tensor, test/test_quantization.py::TestUtils::test_uint4_int4_dtype, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_convtranspose_per_channel_qconfig_none, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_custom_module_class, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_quantized_embedding_bag, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_quantwrapper_attaches_qconfig_to_dequant, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_single_layer, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_skip_quant, test/test_quantization.py::TestQuantizeEagerPTQStatic::test_two_layers, test/test_quantization.py::TestQuantizeEagerPTQDynamic::test_forward_hooks_preserved, test/test_quantization.py::TestQuantizeEagerPTQDynamic::test_per_channel_linear_quantize, test/test_quantization.py::TestQuantizeEagerOps::test_conv_transpose_2d, test/test_quantization.py::TestQuantizeEagerQAT::test_defused_embedding_bag_linear, test/test_quantization.py::TestQuantizeEagerQAT::test_embedding_bag_linear, test/test_quantization.py::TestQuantizeEagerQATNumerics::test_linear_bn_numerics, test/test_quantization.py::TestQuantizeEagerQATNumerics::test_linear_bn_symm_numerics, test/test_quantization.py::TestFuseEager::test_fuse_module_eval, test/test_quantization.py::TestFuseEager::test_fuse_modules_with_nested_hooks, test/test_quantization.py::TestFuseEager::test_fusion_conv_with_bias, test/test_quantization.py::TestNumericSuiteEager::test_compare_model_outputs_linear_dynamic, test/test_quantization.py::TestNumericSuiteEager::test_compare_model_outputs_lstm_dynamic, test/test_quantization.py::TestNumericSuiteEager::test_compare_model_stub_linear_dynamic, test/test_quantization.py::TestNumericSuiteEager::test_mobilenet_v3, test/test_quantization.py::TestEqualizeEager::test_cross_layer_equalization, test/test_quantization.py::TestEqualizeEager::test_equalize, test/test_quantization.py::TestEqualizeEager::test_equalize_fused_convrelu, test/test_quantization.py::TestBiasCorrectionEager::test_conv_chain, test/test_quantization.py::TestFuseFx::test_fuse_conv_bn_relu, test/test_quantization.py::TestQuantizeFx::test_conv_linear_reference, test/test_quantization.py::TestQuantizeFx::test_conv_transpose_not_reference, test/test_quantization.py::TestQuantizeFx::test_conv_transpose_reference, test/test_quantization.py::TestQuantizeFx::test_convert_custom_config_set_observed_to_quantized_mapping, test/test_quantization.py::TestQuantizeFx::test_deepcopy_preserve_attributes, test/test_quantization.py::TestQuantizeFx::test_default_qconfig_mapping_override_global, test/test_quantization.py::TestQuantizeFx::test_dynamic_quant_fp16, test/test_quantization.py::TestQuantizeFx::test_fuse_custom_config_set_preserved_attributes, test/test_quantization.py::TestQuantizeFx::test_get_executorch_backend_config, test/test_quantization.py::TestQuantizeFx::test_linear_tanh_lowering, test/test_quantization.py::TestQuantizeFx::test_mul_add_fp16_config, test/test_quantization.py::TestQuantizeFx::test_no_obs_between_unmatched_node_and_copy_node, test/test_quantization.py::TestQuantizeFx::test_non_traceable_module, test/test_quantization.py::TestQuantizeFx::test_prepare_custom_config_set_output_quantized_indexes, test/test_quantization.py::TestQuantizeFx::test_prepare_custom_config_set_preserved_attributes, test/test_quantization.py::TestQuantizeFx::test_prepared_model_deepcopy, test/test_quantization.py::TestQuantizeFx::test_preserve_attributes, test/test_quantization.py::TestQuantizeFx::test_propagate_dtypes_for_known_nodes_dict_split_tuple_args, test/test_quantization.py::TestQuantizeFx::test_qat_and_script, test/test_quantization.py::TestQuantizeFx::test_qat_skip_untraced, test/test_quantization.py::TestQuantizeFx::test_qconfig_dict_with_fused_modules, test/test_quantization.py::TestQuantizeFx::test_qconfig_for_call_func, test/test_quantization.py::TestQuantizeFx::test_qconfig_mapping_repr, test/test_quantization.py::TestQuantizeFx::test_qconfig_mapping_to_dict, test/test_quantization.py::TestQuantizeFx::test_qparams_fqn, test/test_quantization.py::TestQuantizeFx::test_quantized_input_fp32_output, test/test_quantization.py::TestQuantizeFx::test_relu_lowering, test/test_quantization.py::TestQuantizeFx::test_reshape_nontensor_args_not_observed, test/test_quantization.py::TestQuantizeFx::test_sequential, test/test_quantization.py::TestQuantizeFx::test_static_lstm, test/test_quantization.py::TestQuantizeFx::test_static_lstm_with_custom_fixed_qparams, test/test_quantization.py::TestQuantizeFxOps::test_add, test/test_quantization.py::TestQuantizeFxOps::test_fixed_qparams_ops_wrong_qconfig, test/test_quantization.py::TestQuantizeFxOps::test_gelu_reference, test/test_quantization.py::TestQuantizeFxOps::test_general_shape_ops, test/test_quantization.py::TestQuantizeFxOps::test_general_value_ops, test/test_quantization.py::TestQuantizeFxOps::test_linear_module, test/test_quantization.py::TestQuantizeFxOps::test_linear_static_fp16, test/test_quantization.py::TestQuantizeFxOps::test_mul, test/test_quantization.py::TestQuantizeFxOps::test_mul_relu, test/test_quantization.py::TestQuantizeFxOps::test_narrow, test/test_quantization.py::TestQuantizeFxOps::test_pixel_unshuffle, test/test_quantization.py::TestQuantizeFxOps::test_prelu, test/test_quantization.py::TestQuantizeFxOps::test_ref_pattern_multi_use, test/test_quantization.py::TestQuantizeFxOps::test_reshape_fp16, test/test_quantization.py::TestQuantizeFxOps::test_softmax_normal, test/test_quantization.py::TestQuantizeFxModels::test_prepare_serialize_switch_device_convert, test/test_quantization.py::TestQuantizeFxModels::test_qat_embeddingbag_linear, test/test_quantization.py::TestQuantizeFxModels::test_static_gpu_convert_basic, test/test_quantization.py::TestQuantizeFxModels::test_torchvision, test/test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_annotations_int, test/test_quantization.py::TestSubgraphRewriter::test_subgraph_rewriter_replaces_referenced_submodules, test/test_quantization.py::TestGraphUtils::test_customized_equivalet_types_dict, test/test_quantization.py::TestDuplicateDQPass::test_no_need_for_duplicate_dq, test/test_quantization.py::TestMetaDataPorting::test_metadata_porting_for_dq, test/test_quantization.py::TestMetaDataPorting::test_metadata_porting_for_two_dq, test/test_quantization.py::TestNumericDebugger::test_added_node_gets_unique_id, test/test_quantization.py::TestNumericDebugger::test_copy_preserve_handle, test/test_quantization.py::TestNumericDebugger::test_deepcopy_preserve_handle, test/test_quantization.py::TestNumericDebugger::test_extract_results_from_loggers, test/test_quantization.py::TestNumericDebugger::test_quantize_pt2e_preserve_handle, test/test_quantization.py::TestNumericDebugger::test_re_export_preserve_handle, test/test_quantization.py::TestQuantizePT2E::test_allow_implicit_sharing, test/test_quantization.py::TestQuantizePT2E::test_composable_quantizer_linear_conv, test/test_quantization.py::TestQuantizePT2E::test_composable_quantizer_transform_for_annotation, test/test_quantization.py::TestQuantizePT2E::test_fold_all_ops_before_quantize, test/test_quantization.py::TestQuantizePT2E::test_move_exported_model_dropout_inplace, test/test_quantization.py::TestQuantizePT2E::test_quantization_dtype_float32_int16, test/test_quantization.py::TestQuantizePT2E::test_save_load, test/test_quantization.py::TestQuantizePT2E::test_shared_qspec_transitivity_case_2, test/test_quantization.py::TestQuantizePT2E::test_speed, test/test_quantization.py::TestQuantizePT2EAffineQuantization::test_dynamic_per_tok_act_per_group_weights, test/test_quantization.py::TestPT2ERepresentation::test_qdq, test/test_quantization.py::TestXNNPACKQuantizer::test_add_and_inplace_add, test/test_quantization.py::TestXNNPACKQuantizer::test_add_mul_long, test/test_quantization.py::TestXNNPACKQuantizer::test_add_mul_scalar, test/test_quantization.py::TestXNNPACKQuantizer::test_conv2d, test/test_quantization.py::TestXNNPACKQuantizer::test_conv_linear, test/test_quantization.py::TestXNNPACKQuantizer::test_propagate_annotation, test/test_quantization.py::TestXNNPACKQuantizer::test_set_module_name, test/test_quantization.py::TestXNNPACKQuantizer::test_set_module_type_case_2, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_avg_pool2d_recipe, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_conv2d, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_conv2d_binary_unary, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary_dynamic, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary_qat, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_binary_unary_dynamic, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_dynamic_fp16, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_linear_unary_qat, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_qat_conv2d, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_qat_conv2d_binary2, test/test_quantization.py::TestQuantizePT2EX86Inductor::test_qat_conv2d_binary_unary, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_fold_bn_erases_bn_node, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_bn_relu_fusion_cuda, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn1d::test_qat_conv_transpose_bn_relu, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_fold_bn_erases_bn_node, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_fusion_cuda, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_fusion_no_conv_bias, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_bn_relu_fusion, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_transpose_bn, test/test_quantization.py::TestQuantizePT2EQAT_ConvBn2d::test_qat_conv_transpose_bn_relu, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_add_shadow_loggers_mod_qat, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extract_weights_conv_fun_ptq, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extract_weights_dynamic, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extract_weights_linear_fun_ptq, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extract_weights_mod_ptq, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_extract_weights_mod_qat, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_fp16_shadows_fp32, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_int8_shadows_fp32_coverage, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_int8_shadows_int8_fun, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_linear_fp16_vs_linear_fp16_shadow_activations, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_linear_kwargs_shadow, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_match_activations_mod_ptq, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_match_activations_mod_qat, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_op_io_dtype_coverage, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_op_with_either_fp32_or_int8_input, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_ops_with_same_fp32_and_int8_signature, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_shadow_activations_fqn, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_shadow_loggers_preserve_qat_numerics, test/test_quantization.py::TestFXNumericSuiteCoreAPIs::test_user_module, test/test_quantization.py::TestFXNumericSuiteNShadows::test_add_loggers_conv_bn_relu_fusion_quant, test/test_quantization.py::TestFXNumericSuiteNShadows::test_add_loggers_linear_mod_fp32_quant, test/test_quantization.py::TestFXNumericSuiteNShadows::test_custom_functions_and_tracer, test/test_quantization.py::TestFXNumericSuiteNShadows::test_logger_enabled_and_save_activations_flags, test/test_quantization.py::TestFXNumericSuiteNShadows::test_mobilenet_v2, test/test_quantization.py::TestFXNumericSuiteNShadows::test_qconfig_multi_mapping_end_to_end, test/test_quantization.py::TestFXNumericSuiteNShadows::test_qconfig_multi_mapping_from_list, test/test_quantization.py::TestFXNumericSuiteNShadows::test_qconfig_multi_mapping_repr, test/test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_compare_shadow_activations_linear, test/test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_resnet18, test/test_quantization.py::TestFXNumericSuiteCoreAPIsModels::test_sparsenn_compare_activations, test/test_quantization.py::TestFxModelReportDetector::test_conv_sub_class_considered, test/test_quantization.py::TestFxModelReportDetector::test_fusion_layer_in_sequential, test/test_quantization.py::TestFxModelReportDetector::test_qat_aware_model_example, test/test_quantization.py::TestFxModelReportClass::test_generate_visualizer, test/test_quantization.py::TestFxDetectOutliers::test_multiple_run_consistent_spike_outlier_report_gen, test/test_quantization.py::TestFxDetectOutliers::test_outlier_detection_determine_points, test/test_quantization.py::TestFxModelReportVisualizer::test_get_modules_and_features, test/test_quantization.py::TestEqualizeFx::test_input_weight_eq_observer, test/test_quantization.py::TestEqualizeFx::test_input_weight_equalization_activation_values, test/test_quantization.py::TestEqualizeFx::test_input_weight_equalization_branching, test/test_quantization.py::TestEqualizeFx::test_selective_equalization, test/test_quantization.py::TestSerialization::test_conv2d, test/test_quantization.py::TestSerialization::test_conv2d_nobias, test/test_quantization.py::TestSerialization::test_conv3d, test/test_quantization.py::TestSerialization::test_linear_dynamic, test/test_quantization.py::TestSerialization::test_linear_relu_package_quantization_transforms, test/test_quantization.py::TestSerialization::test_per_channel_observer, test/test_quantization.py::TestSerialization::test_per_tensor_observer, test/test_quantization.py::TestQuantizeJit::test_conv, test/test_quantization.py::TestQuantizeJit::test_conv_bn, test/test_quantization.py::TestQuantizeJit::test_conv_transpose, test/test_quantization.py::TestQuantizeJit::test_single_linear_dynamic, test/test_quantization.py::TestQuantizeJitPasses::test_convtranspose_trace, test/test_quantization.py::TestQuantizeJitPasses::test_foldbn_complex_cases, test/test_quantization.py::TestQuantizeJitPasses::test_foldbn_in_submodule, test/test_quantization.py::TestQuantizeJitPasses::test_fuse_linear, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_for_general_ops, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_interface, test/test_quantization.py::TestQuantizeJitPasses::test_insert_observers_weight_dtype, test/test_quantization.py::TestQuantizeJitPasses::test_swap_functional_linear, test/test_quantization.py::TestQuantizeJitOps::test_cat_linear, test/test_quantization.py::TestQuantizeJitOps::test_general_shape_ops, test/test_quantization.py::TestQuantizeJitOps::test_general_value_ops, test/test_quantization.py::TestQuantizeJitOps::test_qbatch_norm_relu_BNRelu, test/test_quantization.py::TestQuantizeJitOps::test_quantized_add_alpha, test/test_quantization.py::TestQuantizeJitOps::test_quantized_add_scalar, test/test_quantization.py::TestQuantizeJitOps::test_quantized_conv, test/test_quantization.py::TestQuantizeJitOps::test_quantized_mul_scalar, test/test_quantization.py::TestQuantizeDynamicJitPasses::test_convert_dynamic_fp16, test/test_quantization.py::TestQuantizeDynamicJitPasses::test_dynamic_shared_weights, test/test_quantization.py::TestQuantizeDynamicJitOps::test_linear, test/test_quantization.py::TestAOMigrationQuantization::test_function_import_fuse_modules, test/test_quantization.py::TestAOMigrationQuantization::test_function_import_observer, test/test_quantization.py::TestAOMigrationQuantization::test_function_import_qconfig, test/test_quantization.py::TestAOMigrationQuantization::test_function_import_utils, test/test_quantization.py::TestAOMigrationNNQuantized::test_import_nn_quantizable_activation, test/test_quantization.py::TestAOMigrationNNQuantized::test_modules_conv, test/test_quantization.py::TestAOMigrationNNQuantized::test_modules_embedding_ops, test/test_quantization.py::TestAOMigrationNNQuantized::test_modules_utils, test/test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_import_nn_intrinsic, test/test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_intrinsic_qat_linear_fused, test/test_quantization.py::TestAOMigrationNNIntrinsic::test_modules_no_import_nn_intrinsic_quantized_dynamic, test/test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_equalize, test/test_quantization.py::TestAOMigrationQuantizationFx::test_function_import_fx_utils, test/test_quantization.py::TestBitsCUDA::test_types_cuda, test/test_quantization.py::TestFloat8DtypeCUDA::test_cast_round_trip_rte_cuda_float8_e4m3fn, test/test_quantization.py::TestFloat8DtypeCUDA::test_cast_round_trip_soak_cuda_float8_e8m0fnu, test/test_quantization.py::TestFloat8DtypeCUDA::test_cast_round_trip_subnormals_cuda_float8_e4m3fn, test/test_quantization.py::TestFloat8DtypeCUDA::test_cat_cuda_float8_e5m2, test/test_quantization.py::TestFloat8DtypeCUDA::test_creation_with_zeros_cuda_float8_e5m2, test/test_quantization.py::TestFloat8DtypeCUDA::test_creation_with_zeros_cuda_float8_e8m0fnu, test/test_quantization.py::TestFloat8DtypeCUDA::test_finfo_cuda_float8_e4m3fnuz, test/test_quantization.py::TestFloat8DtypeCUDA::test_finfo_cuda_float8_e8m0fnu, test/test_quantization.py::TestFloat8DtypeCUDA::test_save_load_cuda_float8_e8m0fnu, test/test_quantization.py::TestFloat8DtypeCUDA::test_special_numbers_cuda_float8_e8m0fnu, test/test_quantization.py::TestFloat8DtypeCUDA::test_type_promotion_fails_cuda_float8_e4m3fn, test/test_quantization.py::TestFloat8DtypeCUDA::test_type_promotion_fails_cuda_float8_e5m2 2025-09-07T09:13:01.5392914Z 2025-09-07T09:13:03.2757906Z Uploading artifacts took 1.75 seconds 2025-09-07T09:13:04.5346335Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-09-07T09:13:04.5347682Z import pkg_resources 2025-09-07T09:13:05.4385170Z Running test batch 'tests to run' cost 7426.26 seconds 2025-09-07T09:13:06.0472180Z 2025-09-07T09:13:06.0472627Z real 123m51.019s 2025-09-07T09:13:06.0472906Z user 316m4.528s 2025-09-07T09:13:06.0473120Z sys 49m29.786s 2025-09-07T09:13:06.0473336Z + assert_git_not_dirty 2025-09-07T09:13:06.0473627Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 != *rocm* ]] 2025-09-07T09:13:06.0473994Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 != *xla* ]] 2025-09-07T09:13:06.0478414Z ++ git status --porcelain 2025-09-07T09:13:06.0479251Z ++ grep -v '?? third_party' 2025-09-07T09:13:14.9284823Z ++ true 2025-09-07T09:13:14.9286092Z + git_status= 2025-09-07T09:13:14.9286390Z + [[ -n '' ]] 2025-09-07T09:13:14.9287911Z + sccache_epilogue 2025-09-07T09:13:14.9288215Z + echo '::group::Sccache Compilation Log' 2025-09-07T09:13:14.9288825Z ##[group]Sccache Compilation Log 2025-09-07T09:13:14.9289158Z + echo '=================== sccache compilation log ===================' 2025-09-07T09:13:14.9289526Z =================== sccache compilation log =================== 2025-09-07T09:13:14.9290295Z + python /var/lib/jenkins/workspace/.ci/pytorch/print_sccache_log.py /var/lib/jenkins/sccache_error.log 2025-09-07T09:13:14.9407787Z + echo '=========== If your build fails, please take a look at the log above for possible reasons ===========' 2025-09-07T09:13:14.9408397Z =========== If your build fails, please take a look at the log above for possible reasons =========== 2025-09-07T09:13:14.9408839Z + sccache --show-stats 2025-09-07T09:13:14.9431074Z Compile requests 6880 2025-09-07T09:13:14.9431372Z Compile requests executed 321 2025-09-07T09:13:14.9431638Z Cache hits 153 2025-09-07T09:13:14.9431895Z Cache hits (C/C++) 153 2025-09-07T09:13:14.9432152Z Cache misses 168 2025-09-07T09:13:14.9432400Z Cache misses (C/C++) 168 2025-09-07T09:13:14.9432680Z Cache hits rate 47.66 % 2025-09-07T09:13:14.9432965Z Cache hits rate (C/C++) 47.66 % 2025-09-07T09:13:14.9433243Z Cache timeouts 0 2025-09-07T09:13:14.9433512Z Cache read errors 0 2025-09-07T09:13:14.9433765Z Forced recaches 0 2025-09-07T09:13:14.9434024Z Cache write errors 0 2025-09-07T09:13:14.9434278Z Cache errors 0 2025-09-07T09:13:14.9434536Z Compilations 168 2025-09-07T09:13:14.9434785Z Compilation failures 0 2025-09-07T09:13:14.9435058Z Non-cacheable compilations 0 2025-09-07T09:13:14.9435347Z Non-cacheable calls 210 2025-09-07T09:13:14.9435613Z Non-compilation calls 6349 2025-09-07T09:13:14.9435878Z Unsupported compiler calls 0 2025-09-07T09:13:14.9436149Z Average cache write 0.047 s 2025-09-07T09:13:14.9436424Z Average compiler 5.748 s 2025-09-07T09:13:14.9436692Z Average cache read hit 0.024 s 2025-09-07T09:13:14.9436963Z Failed distributed compilations 0 2025-09-07T09:13:14.9437154Z 2025-09-07T09:13:14.9437244Z Non-cacheable reasons: 2025-09-07T09:13:14.9437601Z unknown source language 131 2025-09-07T09:13:14.9438014Z -E 79 2025-09-07T09:13:14.9438192Z 2025-09-07T09:13:14.9438415Z Cache location s3, name: ossci-compiler-cache-circleci-v2, prefix: / 2025-09-07T09:13:14.9438923Z Version (client) 0.10.0 2025-09-07T09:13:14.9439200Z + sccache --stop-server 2025-09-07T09:13:14.9452623Z Stopping sccache server... 2025-09-07T09:13:14.9454719Z Compile requests 6880 2025-09-07T09:13:14.9455012Z Compile requests executed 321 2025-09-07T09:13:14.9455287Z Cache hits 153 2025-09-07T09:13:14.9455537Z Cache hits (C/C++) 153 2025-09-07T09:13:14.9455789Z Cache misses 168 2025-09-07T09:13:14.9456036Z Cache misses (C/C++) 168 2025-09-07T09:13:14.9456302Z Cache hits rate 47.66 % 2025-09-07T09:13:14.9456583Z Cache hits rate (C/C++) 47.66 % 2025-09-07T09:13:14.9456882Z Cache timeouts 0 2025-09-07T09:13:14.9457146Z Cache read errors 0 2025-09-07T09:13:14.9457396Z Forced recaches 0 2025-09-07T09:13:14.9457665Z Cache write errors 0 2025-09-07T09:13:14.9457922Z Cache errors 0 2025-09-07T09:13:14.9458173Z Compilations 168 2025-09-07T09:13:14.9458426Z Compilation failures 0 2025-09-07T09:13:14.9458694Z Non-cacheable compilations 0 2025-09-07T09:13:14.9458963Z Non-cacheable calls 210 2025-09-07T09:13:14.9459227Z Non-compilation calls 6349 2025-09-07T09:13:14.9459488Z Unsupported compiler calls 0 2025-09-07T09:13:14.9459758Z Average cache write 0.047 s 2025-09-07T09:13:14.9460037Z Average compiler 5.748 s 2025-09-07T09:13:14.9460422Z Average cache read hit 0.024 s 2025-09-07T09:13:14.9460776Z Failed distributed compilations 0 2025-09-07T09:13:14.9460965Z 2025-09-07T09:13:14.9461051Z Non-cacheable reasons: 2025-09-07T09:13:14.9461285Z unknown source language 131 2025-09-07T09:13:14.9461547Z -E 79 2025-09-07T09:13:14.9461715Z 2025-09-07T09:13:14.9461927Z Cache location s3, name: ossci-compiler-cache-circleci-v2, prefix: / 2025-09-07T09:13:14.9462329Z Version (client) 0.10.0 2025-09-07T09:13:14.9462605Z + echo ::endgroup:: 2025-09-07T09:13:14.9462942Z ##[endgroup] 2025-09-07T09:13:14.9463102Z + cleanup_workspace 2025-09-07T09:13:14.9463445Z + echo 'sudo may print the following warning message that can be ignored. The chown command will still run.' 2025-09-07T09:13:14.9463980Z sudo may print the following warning message that can be ignored. The chown command will still run. 2025-09-07T09:13:14.9464414Z + echo ' sudo: setrlimit(RLIMIT_STACK): Operation not permitted' 2025-09-07T09:13:14.9464751Z sudo: setrlimit(RLIMIT_STACK): Operation not permitted 2025-09-07T09:13:14.9465132Z + echo 'For more details refer to https://github.com/sudo-project/sudo/issues/42' 2025-09-07T09:13:14.9465540Z For more details refer to https://github.com/sudo-project/sudo/issues/42 2025-09-07T09:13:14.9465877Z + sudo chown -R 1000 /var/lib/jenkins/workspace 2025-09-07T09:13:15.8135532Z ##[group]Run pytorch/test-infra/.github/actions/upload-benchmark-results@main 2025-09-07T09:13:15.8135924Z with: 2025-09-07T09:13:15.8136115Z benchmark-results-dir: test/test-reports 2025-09-07T09:13:15.8136354Z dry-run: false 2025-09-07T09:13:15.8136530Z schema-version: v3 2025-09-07T09:13:15.8136899Z github-token: *** 2025-09-07T09:13:15.8137072Z env: 2025-09-07T09:13:15.8137225Z GIT_DEFAULT_BRANCH: main 2025-09-07T09:13:15.8137468Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T09:13:15.8137857Z DOCKER_CONTAINER_ID: 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:13:15.8138191Z ##[endgroup] 2025-09-07T09:13:15.8162499Z ##[group]Run set -eux 2025-09-07T09:13:15.8162709Z set -eux 2025-09-07T09:13:15.8162861Z  2025-09-07T09:13:15.8163019Z if [[ -n "" ]]; then 2025-09-07T09:13:15.8163222Z  source "" 2025-09-07T09:13:15.8163503Z fi 2025-09-07T09:13:15.8163783Z python3 -mpip install boto3==1.35.33 psutil==7.0.0 pynvml==12.0.0 2025-09-07T09:13:15.8164098Z  2025-09-07T09:13:15.8164249Z DEVICE_NAME="" 2025-09-07T09:13:15.8164439Z DEVICE_TYPE="" 2025-09-07T09:13:15.8164609Z  2025-09-07T09:13:15.8164776Z if command -v nvidia-smi; then 2025-09-07T09:13:15.8165089Z  # NB: I'm using PyTorch here to get the device name, however, it needs to 2025-09-07T09:13:15.8165513Z  # install the correct version of PyTorch manually for now. Any PyTorch 2025-09-07T09:13:15.8165905Z  # version is fine, I just use 2.7.1 to satify PYPIDEP linter 2025-09-07T09:13:15.8166213Z  python3 -mpip install torch==2.7.1 2025-09-07T09:13:15.8166565Z elif command -v rocminfo; then 2025-09-07T09:13:15.8166874Z  # NB: Installing torch on ROCm runner with pip here causes CI to fail 2025-09-07T09:13:15.8167285Z  # with a memoryview is too large error only on MI300 runners. Is pip 2025-09-07T09:13:15.8167679Z  # version on ROCm runner there too old? As a workaround, let's use the 2025-09-07T09:13:15.8168022Z  # GPU device name coming from rocminfo instead 2025-09-07T09:13:15.8168283Z  DEVICE_NAME=rocm 2025-09-07T09:13:15.8168623Z  DEVICE_TYPE=$(rocminfo | grep "Marketing Name" | tail -n1 | awk -F':' '{print $2}' | xargs) 2025-09-07T09:13:15.8168971Z fi 2025-09-07T09:13:15.8169124Z  2025-09-07T09:13:15.8169307Z echo "DEVICE_NAME=$DEVICE_NAME" >> $GITHUB_ENV 2025-09-07T09:13:15.8169594Z echo "DEVICE_TYPE=$DEVICE_TYPE" >> $GITHUB_ENV 2025-09-07T09:13:15.8180793Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T09:13:15.8181086Z env: 2025-09-07T09:13:15.8181245Z GIT_DEFAULT_BRANCH: main 2025-09-07T09:13:15.8181479Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T09:13:15.8181875Z DOCKER_CONTAINER_ID: 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:13:15.8182221Z ##[endgroup] 2025-09-07T09:13:15.8213762Z + [[ -n '' ]] 2025-09-07T09:13:15.8214107Z + python3 -mpip install boto3==1.35.33 psutil==7.0.0 pynvml==12.0.0 2025-09-07T09:13:16.1898358Z Defaulting to user installation because normal site-packages is not writeable 2025-09-07T09:13:17.2092562Z Collecting boto3==1.35.33 2025-09-07T09:13:17.2226468Z Downloading boto3-1.35.33-py3-none-any.whl (139 kB) 2025-09-07T09:13:17.5062195Z Collecting psutil==7.0.0 2025-09-07T09:13:17.5090013Z Downloading psutil-7.0.0-cp36-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (277 kB) 2025-09-07T09:13:17.5446254Z Collecting pynvml==12.0.0 2025-09-07T09:13:17.5470911Z Downloading pynvml-12.0.0-py3-none-any.whl (26 kB) 2025-09-07T09:13:17.5540691Z Requirement already satisfied: jmespath<2.0.0,>=0.7.1 in /usr/lib/python3.9/site-packages (from boto3==1.35.33) (0.10.0) 2025-09-07T09:13:17.5943523Z Collecting s3transfer<0.11.0,>=0.10.0 2025-09-07T09:13:17.5968057Z Downloading s3transfer-0.10.4-py3-none-any.whl (83 kB) 2025-09-07T09:13:18.5835169Z Collecting botocore<1.36.0,>=1.35.33 2025-09-07T09:13:18.5864374Z Downloading botocore-1.35.99-py3-none-any.whl (13.3 MB) 2025-09-07T09:13:18.7572318Z Collecting nvidia-ml-py<13.0.0a0,>=12.0.0 2025-09-07T09:13:18.7596978Z Downloading nvidia_ml_py-12.575.51-py3-none-any.whl (47 kB) 2025-09-07T09:13:18.7691013Z Requirement already satisfied: urllib3<1.27,>=1.25.4 in /usr/lib/python3.9/site-packages (from botocore<1.36.0,>=1.35.33->boto3==1.35.33) (1.25.10) 2025-09-07T09:13:18.7695870Z Requirement already satisfied: python-dateutil<3.0.0,>=2.1 in /usr/lib/python3.9/site-packages (from botocore<1.36.0,>=1.35.33->boto3==1.35.33) (2.8.1) 2025-09-07T09:13:18.8997187Z Requirement already satisfied: six>=1.5 in /usr/lib/python3.9/site-packages (from python-dateutil<3.0.0,>=2.1->botocore<1.36.0,>=1.35.33->boto3==1.35.33) (1.15.0) 2025-09-07T09:13:19.0131112Z Installing collected packages: botocore, s3transfer, nvidia-ml-py, pynvml, psutil, boto3 2025-09-07T09:13:19.5297064Z Attempting uninstall: nvidia-ml-py 2025-09-07T09:13:19.5298569Z Found existing installation: nvidia-ml-py 11.525.84 2025-09-07T09:13:19.5311363Z Uninstalling nvidia-ml-py-11.525.84: 2025-09-07T09:13:19.5484442Z Successfully uninstalled nvidia-ml-py-11.525.84 2025-09-07T09:13:19.6017142Z Attempting uninstall: psutil 2025-09-07T09:13:19.6017977Z Found existing installation: psutil 5.9.8 2025-09-07T09:13:19.6091069Z Uninstalling psutil-5.9.8: 2025-09-07T09:13:19.6097545Z Successfully uninstalled psutil-5.9.8 2025-09-07T09:13:19.7605674Z Successfully installed boto3-1.35.33 botocore-1.35.99 nvidia-ml-py-12.575.51 psutil-7.0.0 pynvml-12.0.0 s3transfer-0.10.4 2025-09-07T09:13:19.8458477Z + DEVICE_NAME= 2025-09-07T09:13:19.8458754Z + DEVICE_TYPE= 2025-09-07T09:13:19.8458979Z + command -v nvidia-smi 2025-09-07T09:13:19.8459274Z + python3 -mpip install torch==2.7.1 2025-09-07T09:13:19.8459619Z /usr/bin/nvidia-smi 2025-09-07T09:13:20.0521888Z Defaulting to user installation because normal site-packages is not writeable 2025-09-07T09:13:20.2790219Z Collecting torch==2.7.1 2025-09-07T09:13:20.3113943Z Downloading torch-2.7.1-cp39-cp39-manylinux_2_28_x86_64.whl (821.1 MB) 2025-09-07T09:13:32.1636322Z Collecting nvidia-nccl-cu12==2.26.2 2025-09-07T09:13:32.1736432Z Downloading nvidia_nccl_cu12-2.26.2-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (201.3 MB) 2025-09-07T09:13:34.3113561Z Requirement already satisfied: jinja2 in /usr/lib/python3.9/site-packages (from torch==2.7.1) (2.11.3) 2025-09-07T09:13:34.3376535Z Collecting nvidia-cusolver-cu12==11.7.1.2 2025-09-07T09:13:34.3490830Z Downloading nvidia_cusolver_cu12-11.7.1.2-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (158.2 MB) 2025-09-07T09:13:35.8290682Z Collecting nvidia-nvtx-cu12==12.6.77 2025-09-07T09:13:35.8390605Z Downloading nvidia_nvtx_cu12-12.6.77-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (89 kB) 2025-09-07T09:13:35.8942090Z Collecting networkx 2025-09-07T09:13:35.9032710Z Downloading networkx-3.2.1-py3-none-any.whl (1.6 MB) 2025-09-07T09:13:35.9477396Z Collecting nvidia-cuda-cupti-cu12==12.6.80 2025-09-07T09:13:35.9592461Z Downloading nvidia_cuda_cupti_cu12-12.6.80-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (8.9 MB) 2025-09-07T09:13:36.0765470Z Collecting filelock 2025-09-07T09:13:36.0854529Z Downloading filelock-3.19.1-py3-none-any.whl (15 kB) 2025-09-07T09:13:36.1122940Z Collecting nvidia-cusparse-cu12==12.5.4.2 2025-09-07T09:13:36.1232998Z Downloading nvidia_cusparse_cu12-12.5.4.2-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (216.6 MB) 2025-09-07T09:13:38.4693306Z Collecting nvidia-cusparselt-cu12==0.6.3 2025-09-07T09:13:38.4805697Z Downloading nvidia_cusparselt_cu12-0.6.3-py3-none-manylinux2014_x86_64.whl (156.8 MB) 2025-09-07T09:13:39.9414087Z Collecting sympy>=1.13.3 2025-09-07T09:13:39.9505116Z Downloading sympy-1.14.0-py3-none-any.whl (6.3 MB) 2025-09-07T09:13:40.0343373Z Collecting nvidia-cufft-cu12==11.3.0.4 2025-09-07T09:13:40.0452334Z Downloading nvidia_cufft_cu12-11.3.0.4-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (200.2 MB) 2025-09-07T09:13:42.1490003Z Collecting triton==3.3.1 2025-09-07T09:13:42.1586779Z Downloading triton-3.3.1-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (155.6 MB) 2025-09-07T09:13:43.5881086Z Collecting nvidia-curand-cu12==10.3.7.77 2025-09-07T09:13:43.5996579Z Downloading nvidia_curand_cu12-10.3.7.77-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (56.3 MB) 2025-09-07T09:13:44.1325552Z Collecting nvidia-nvjitlink-cu12==12.6.85 2025-09-07T09:13:44.1440140Z Downloading nvidia_nvjitlink_cu12-12.6.85-py3-none-manylinux2010_x86_64.manylinux_2_12_x86_64.whl (19.7 MB) 2025-09-07T09:13:44.3548154Z Collecting fsspec 2025-09-07T09:13:44.3639129Z Downloading fsspec-2025.9.0-py3-none-any.whl (199 kB) 2025-09-07T09:13:44.3938585Z Collecting nvidia-cuda-nvrtc-cu12==12.6.77 2025-09-07T09:13:44.4048807Z Downloading nvidia_cuda_nvrtc_cu12-12.6.77-py3-none-manylinux2014_x86_64.whl (23.7 MB) 2025-09-07T09:13:44.5963658Z Requirement already satisfied: typing-extensions>=4.10.0 in /home/ec2-user/.local/lib/python3.9/site-packages (from torch==2.7.1) (4.15.0) 2025-09-07T09:13:44.6222650Z Collecting nvidia-cublas-cu12==12.6.4.1 2025-09-07T09:13:44.6340575Z Downloading nvidia_cublas_cu12-12.6.4.1-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (393.1 MB) 2025-09-07T09:13:49.8482502Z Collecting nvidia-cudnn-cu12==9.5.1.17 2025-09-07T09:13:49.8593394Z Downloading nvidia_cudnn_cu12-9.5.1.17-py3-none-manylinux_2_28_x86_64.whl (571.0 MB) 2025-09-07T09:13:57.6516838Z Collecting nvidia-cuda-runtime-cu12==12.6.77 2025-09-07T09:13:57.6629339Z Downloading nvidia_cuda_runtime_cu12-12.6.77-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (897 kB) 2025-09-07T09:13:57.6901153Z Collecting nvidia-cufile-cu12==1.11.1.6 2025-09-07T09:13:57.7017760Z Downloading nvidia_cufile_cu12-1.11.1.6-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (1.1 MB) 2025-09-07T09:13:57.7385707Z Requirement already satisfied: setuptools>=40.8.0 in /usr/lib/python3.9/site-packages (from triton==3.3.1->torch==2.7.1) (59.6.0) 2025-09-07T09:13:57.7643435Z Collecting mpmath<1.4,>=1.1.0 2025-09-07T09:13:57.7731929Z Downloading mpmath-1.3.0-py3-none-any.whl (536 kB) 2025-09-07T09:13:57.8529404Z Requirement already satisfied: MarkupSafe>=0.23 in /usr/lib64/python3.9/site-packages (from jinja2->torch==2.7.1) (1.1.1) 2025-09-07T09:13:58.1481216Z Installing collected packages: nvidia-nvjitlink-cu12, nvidia-cusparse-cu12, nvidia-cublas-cu12, mpmath, triton, sympy, nvidia-nvtx-cu12, nvidia-nccl-cu12, nvidia-cusparselt-cu12, nvidia-cusolver-cu12, nvidia-curand-cu12, nvidia-cufile-cu12, nvidia-cufft-cu12, nvidia-cudnn-cu12, nvidia-cuda-runtime-cu12, nvidia-cuda-nvrtc-cu12, nvidia-cuda-cupti-cu12, networkx, fsspec, filelock, torch 2025-09-07T09:14:05.8272683Z WARNING: The scripts proton and proton-viewer are installed in '/home/ec2-user/.local/bin' which is not on PATH. 2025-09-07T09:14:05.8273569Z Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location. 2025-09-07T09:14:09.2987626Z WARNING: The script isympy is installed in '/home/ec2-user/.local/bin' which is not on PATH. 2025-09-07T09:14:09.2988418Z Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location. 2025-09-07T09:14:35.2136861Z WARNING: The scripts torchfrtrace and torchrun are installed in '/home/ec2-user/.local/bin' which is not on PATH. 2025-09-07T09:14:35.2137724Z Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location. 2025-09-07T09:14:35.3725804Z Successfully installed filelock-3.19.1 fsspec-2025.9.0 mpmath-1.3.0 networkx-3.2.1 nvidia-cublas-cu12-12.6.4.1 nvidia-cuda-cupti-cu12-12.6.80 nvidia-cuda-nvrtc-cu12-12.6.77 nvidia-cuda-runtime-cu12-12.6.77 nvidia-cudnn-cu12-9.5.1.17 nvidia-cufft-cu12-11.3.0.4 nvidia-cufile-cu12-1.11.1.6 nvidia-curand-cu12-10.3.7.77 nvidia-cusolver-cu12-11.7.1.2 nvidia-cusparse-cu12-12.5.4.2 nvidia-cusparselt-cu12-0.6.3 nvidia-nccl-cu12-2.26.2 nvidia-nvjitlink-cu12-12.6.85 nvidia-nvtx-cu12-12.6.77 sympy-1.14.0 torch-2.7.1 triton-3.3.1 2025-09-07T09:14:35.8892199Z + echo DEVICE_NAME= 2025-09-07T09:14:35.8892502Z + echo DEVICE_TYPE= 2025-09-07T09:14:35.8917700Z ##[group]Run set -eux 2025-09-07T09:14:35.8929009Z set -eux 2025-09-07T09:14:35.8929239Z  2025-09-07T09:14:35.8929434Z if [[ -z "${GITHUB_TOKEN}" ]]; then 2025-09-07T09:14:35.8929712Z  echo "Missing github-token input" 2025-09-07T09:14:35.8929941Z  exit 1 2025-09-07T09:14:35.8930108Z fi 2025-09-07T09:14:35.8937870Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T09:14:35.8938159Z env: 2025-09-07T09:14:35.8938318Z GIT_DEFAULT_BRANCH: main 2025-09-07T09:14:35.8938560Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T09:14:35.8939085Z DOCKER_CONTAINER_ID: 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:14:35.8939438Z DEVICE_NAME: 2025-09-07T09:14:35.8939606Z DEVICE_TYPE: 2025-09-07T09:14:35.8939980Z GITHUB_TOKEN: *** 2025-09-07T09:14:35.8940158Z ##[endgroup] 2025-09-07T09:14:35.8966535Z + [[ -z *** ]] 2025-09-07T09:14:35.9106978Z ##[group]Run pytorch/test-infra/.github/actions/get-workflow-job-id@main 2025-09-07T09:14:35.9107280Z with: 2025-09-07T09:14:35.9107683Z github-token: *** 2025-09-07T09:14:35.9107876Z env: 2025-09-07T09:14:35.9108034Z GIT_DEFAULT_BRANCH: main 2025-09-07T09:14:35.9108276Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T09:14:35.9108667Z DOCKER_CONTAINER_ID: 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:14:35.9109014Z DEVICE_NAME: 2025-09-07T09:14:35.9109173Z DEVICE_TYPE: 2025-09-07T09:14:35.9109330Z ##[endgroup] 2025-09-07T09:14:35.9212009Z ##[group]Run set -eux 2025-09-07T09:14:35.9212215Z set -eux 2025-09-07T09:14:35.9212385Z  2025-09-07T09:14:35.9212726Z python3 "${GITHUB_ACTION_PATH}/../../scripts/get_workflow_job_id.py" "${GITHUB_RUN_ID}" "${RUNNER_NAME}" 2025-09-07T09:14:35.9219268Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T09:14:35.9219552Z env: 2025-09-07T09:14:35.9219729Z GIT_DEFAULT_BRANCH: main 2025-09-07T09:14:35.9219975Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T09:14:35.9220365Z DOCKER_CONTAINER_ID: 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:14:35.9220710Z DEVICE_NAME: 2025-09-07T09:14:35.9220872Z DEVICE_TYPE: 2025-09-07T09:14:35.9221143Z GITHUB_TOKEN: *** 2025-09-07T09:14:35.9221439Z ##[endgroup] 2025-09-07T09:14:35.9246998Z + python3 /home/ec2-user/actions-runner/_work/_actions/pytorch/test-infra/main/.github/actions/get-workflow-job-id/../../scripts/get_workflow_job_id.py 17524754564 i-06116ae80d9b8dd1f 2025-09-07T09:14:37.1334849Z setting job-id=49774733803 2025-09-07T09:14:37.1335510Z setting job-name=linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 4, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu) 2025-09-07T09:14:37.1520146Z ##[group]Run set -eux 2025-09-07T09:14:37.1520404Z set -eux 2025-09-07T09:14:37.1520592Z  2025-09-07T09:14:37.1520781Z if [[ -n "" ]]; then 2025-09-07T09:14:37.1521028Z  source "" 2025-09-07T09:14:37.1521211Z fi 2025-09-07T09:14:37.1521364Z  2025-09-07T09:14:37.1521641Z python3 "${GITHUB_ACTION_PATH}/../../scripts/benchmarks/gather_metadata.py" \ 2025-09-07T09:14:37.1522009Z  --schema-version "${SCHEMA_VERSION}" \ 2025-09-07T09:14:37.1522280Z  --repo "${REPO}" \ 2025-09-07T09:14:37.1522489Z  --head-branch "${HEAD_BRANCH}" \ 2025-09-07T09:14:37.1522727Z  --head-sha "${HEAD_SHA}" \ 2025-09-07T09:14:37.1522963Z  --workflow-id "${WORKFLOW_RUN_ID}" \ 2025-09-07T09:14:37.1523395Z  --run-attempt "${RUN_ATTEMPT}" \ 2025-09-07T09:14:37.1523643Z  --job-id "${JOB_ID}" \ 2025-09-07T09:14:37.1523858Z  --job-name "${JOB_NAME}" 2025-09-07T09:14:37.1530815Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T09:14:37.1531098Z env: 2025-09-07T09:14:37.1531256Z GIT_DEFAULT_BRANCH: main 2025-09-07T09:14:37.1531493Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T09:14:37.1531881Z DOCKER_CONTAINER_ID: 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:14:37.1532242Z DEVICE_NAME: 2025-09-07T09:14:37.1532407Z DEVICE_TYPE: 2025-09-07T09:14:37.1532564Z SCHEMA_VERSION: v3 2025-09-07T09:14:37.1532749Z REPO: pytorch/pytorch 2025-09-07T09:14:37.1532939Z HEAD_BRANCH: refs/heads/main 2025-09-07T09:14:37.1533168Z HEAD_SHA: 93fb23d6fae7c4e82c4239a1033e522088742634 2025-09-07T09:14:37.1533410Z WORKFLOW_RUN_ID: 17524754564 2025-09-07T09:14:37.1533600Z RUN_ATTEMPT: 1 2025-09-07T09:14:37.1533867Z JOB_ID: 49774733803 2025-09-07T09:14:37.1534256Z JOB_NAME: linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 4, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu) 2025-09-07T09:14:37.1534665Z ##[endgroup] 2025-09-07T09:14:37.1558519Z + [[ -n '' ]] 2025-09-07T09:14:37.1560392Z + python3 /home/ec2-user/actions-runner/_work/_actions/pytorch/test-infra/main/.github/actions/upload-benchmark-results/../../scripts/benchmarks/gather_metadata.py --schema-version v3 --repo pytorch/pytorch --head-branch refs/heads/main --head-sha 93fb23d6fae7c4e82c4239a1033e522088742634 --workflow-id 17524754564 --run-attempt 1 --job-id 49774733803 --job-name 'linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 4, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu)' 2025-09-07T09:14:37.2028532Z ##[group]Run set -eux 2025-09-07T09:14:37.2028744Z set -eux 2025-09-07T09:14:37.2028903Z  2025-09-07T09:14:37.2029063Z if [[ -n "" ]]; then 2025-09-07T09:14:37.2029254Z  source "" 2025-09-07T09:14:37.2029423Z fi 2025-09-07T09:14:37.2029572Z  2025-09-07T09:14:37.2029851Z python3 "${GITHUB_ACTION_PATH}/../../scripts/benchmarks/gather_runners_info.py" 2025-09-07T09:14:37.2036148Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T09:14:37.2036460Z env: 2025-09-07T09:14:37.2036722Z GIT_DEFAULT_BRANCH: main 2025-09-07T09:14:37.2036965Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T09:14:37.2037354Z DOCKER_CONTAINER_ID: 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:14:37.2037696Z DEVICE_NAME: 2025-09-07T09:14:37.2037856Z DEVICE_TYPE: 2025-09-07T09:14:37.2038004Z ##[endgroup] 2025-09-07T09:14:37.2061190Z + [[ -n '' ]] 2025-09-07T09:14:37.2061985Z + python3 /home/ec2-user/actions-runner/_work/_actions/pytorch/test-infra/main/.github/actions/upload-benchmark-results/../../scripts/benchmarks/gather_runners_info.py 2025-09-07T09:14:38.0217952Z /home/ec2-user/.local/lib/python3.9/site-packages/torch/_subclasses/functional_tensor.py:276: UserWarning: Failed to initialize NumPy: No module named 'numpy' (Triggered internally at /pytorch/torch/csrc/utils/tensor_numpy.cpp:81.) 2025-09-07T09:14:38.0219638Z cpu = _conversion_method_template(device=torch.device("cpu")) 2025-09-07T09:14:38.8888337Z ##[group]Run set -eux 2025-09-07T09:14:38.8888542Z set -eux 2025-09-07T09:14:38.8888698Z  2025-09-07T09:14:38.8888880Z # TODO (huydhn): Implement this part 2025-09-07T09:14:38.8889157Z echo "dependencies={}" >> "${GITHUB_OUTPUT}" 2025-09-07T09:14:38.8896220Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T09:14:38.8896503Z env: 2025-09-07T09:14:38.8896659Z GIT_DEFAULT_BRANCH: main 2025-09-07T09:14:38.8896914Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T09:14:38.8897293Z DOCKER_CONTAINER_ID: 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:14:38.8897633Z DEVICE_NAME: 2025-09-07T09:14:38.8897805Z DEVICE_TYPE: 2025-09-07T09:14:38.8898137Z ##[endgroup] 2025-09-07T09:14:38.8927094Z + echo 'dependencies={}' 2025-09-07T09:14:38.9356657Z ##[group]Run set -eux 2025-09-07T09:14:38.9356866Z set -eux 2025-09-07T09:14:38.9357015Z  2025-09-07T09:14:38.9357176Z if [[ -n "" ]]; then 2025-09-07T09:14:38.9357372Z  source "" 2025-09-07T09:14:38.9357543Z fi 2025-09-07T09:14:38.9357699Z  2025-09-07T09:14:38.9357892Z if [[ ! -d "${BENCHMARK_RESULTS_DIR}" ]]; then 2025-09-07T09:14:38.9358208Z  echo "${BENCHMARK_RESULTS_DIR} does not exist, skipping" 2025-09-07T09:14:38.9358554Z  # We don't want the job to fail if the directory doesn't exist 2025-09-07T09:14:38.9358839Z  exit 0 2025-09-07T09:14:38.9358993Z fi 2025-09-07T09:14:38.9359145Z  2025-09-07T09:14:38.9359313Z if [[ "${DRY_RUN}" == "true" ]]; then 2025-09-07T09:14:38.9359681Z  python3 "${GITHUB_ACTION_PATH}/../../scripts/upload_benchmark_results.py" \ 2025-09-07T09:14:38.9360199Z  --benchmark-results-dir "${BENCHMARK_RESULTS_DIR}" \ 2025-09-07T09:14:38.9360504Z  --metadata "${BENCHMARK_METADATA}" \ 2025-09-07T09:14:38.9360755Z  --runners "${RUNNER_INFO}" \ 2025-09-07T09:14:38.9361012Z  --dependencies "${DEPENDENCIES}" \ 2025-09-07T09:14:38.9361241Z  --dry-run 2025-09-07T09:14:38.9361417Z else 2025-09-07T09:14:38.9361693Z  python3 "${GITHUB_ACTION_PATH}/../../scripts/upload_benchmark_results.py" \ 2025-09-07T09:14:38.9362103Z  --benchmark-results-dir "${BENCHMARK_RESULTS_DIR}" \ 2025-09-07T09:14:38.9362401Z  --metadata "${BENCHMARK_METADATA}" \ 2025-09-07T09:14:38.9362641Z  --runners "${RUNNER_INFO}" \ 2025-09-07T09:14:38.9362883Z  --dependencies "${DEPENDENCIES}" 2025-09-07T09:14:38.9363106Z fi 2025-09-07T09:14:38.9369411Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T09:14:38.9369707Z env: 2025-09-07T09:14:38.9369863Z GIT_DEFAULT_BRANCH: main 2025-09-07T09:14:38.9370101Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T09:14:38.9370485Z DOCKER_CONTAINER_ID: 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:14:38.9370833Z DEVICE_NAME: 2025-09-07T09:14:38.9370995Z DEVICE_TYPE: 2025-09-07T09:14:38.9371178Z BENCHMARK_RESULTS_DIR: test/test-reports 2025-09-07T09:14:38.9371401Z DRY_RUN: false 2025-09-07T09:14:38.9372388Z BENCHMARK_METADATA: {"timestamp": 1757236477, "schema_version": "v3", "name": "linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 4, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu)", "repo": "pytorch/pytorch", "head_branch": "refs/heads/main", "head_sha": "93fb23d6fae7c4e82c4239a1033e522088742634", "workflow_id": 17524754564, "run_attempt": 1, "job_id": 49774733803} 2025-09-07T09:14:38.9373871Z RUNNER_INFO: [{"cpu_info": "x86_64", "cpu_count": 16, "avail_mem_in_gb": 60, "extra_info": {"hostname": "ip-10-1-37-62.ec2.internal"}, "name": "cuda", "type": "NVIDIA L4", "gpu_count": 1, "avail_gpu_mem_in_gb": 22}] 2025-09-07T09:14:38.9374433Z DEPENDENCIES: {} 2025-09-07T09:14:38.9374609Z ##[endgroup] 2025-09-07T09:14:38.9396567Z + [[ -n '' ]] 2025-09-07T09:14:38.9396834Z + [[ ! -d test/test-reports ]] 2025-09-07T09:14:38.9397098Z + [[ false == \t\r\u\e ]] 2025-09-07T09:14:38.9399914Z + python3 /home/ec2-user/actions-runner/_work/_actions/pytorch/test-infra/main/.github/actions/upload-benchmark-results/../../scripts/upload_benchmark_results.py --benchmark-results-dir test/test-reports --metadata '{"timestamp": 1757236477, "schema_version": "v3", "name": "linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 4, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu)", "repo": "pytorch/pytorch", "head_branch": "refs/heads/main", "head_sha": "93fb23d6fae7c4e82c4239a1033e522088742634", "workflow_id": 17524754564, "run_attempt": 1, "job_id": 49774733803}' --runners '[{"cpu_info": "x86_64", "cpu_count": 16, "avail_mem_in_gb": 60, "extra_info": {"hostname": "ip-10-1-37-62.ec2.internal"}, "name": "cuda", "type": "NVIDIA L4", "gpu_count": 1, "avail_gpu_mem_in_gb": 22}]' --dependencies '{}' 2025-09-07T09:14:39.1184063Z 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{'test_file': 'test_mkldnn_fusion'}, {'test_file': 'test_sparse_csr'}, {'test_file': 'test_scatter_gather_ops'}, {'test_file': 'dynamo/test_python_autograd'}, {'test_file': 'torch_np/numpy_tests/core/test_scalar_methods'}, {'test_file': 'torch_np/numpy_tests/core/test_numerictypes'}, {'test_file': 'profiler/test_memory_profiler'}, {'test_file': 'nn/test_pooling'}, {'test_file': 'test_unary_ufuncs'}, {'test_file': 'lazy/test_debug_util'}, {'test_file': 'test_multiprocessing_spawn'}, {'test_file': 'nn/test_convolution'}, {'test_file': 'nn/test_init'}, {'test_file': 'torch_np/numpy_tests/lib/test_arraysetops'}, {'test_file': 'test_functional_autograd_benchmark'}, {'test_file': 'test_overrides'}, {'test_file': 'test_function_schema'}, {'test_file': 'test_cuda_multigpu'}, {'test_file': 'test_mobile_optimizer'}, {'test_file': 'test_type_promotion'}, {'test_file': 'torch_np/test_reductions'}, {'test_file': 'test_dlpack'}, {'test_file': 'torch_np/numpy_tests/core/test_scalar_ctors'}, {'test_file': 'profiler/test_profiler_tree'}, {'test_file': 'test_spectral_ops'}, {'test_file': 'test_prims'}, {'test_file': 'test_jit_autocast'}, {'test_file': 'profiler/test_torch_tidy'}, {'test_file': 'profiler/test_python_tracer'}, {'test_file': 'lazy/test_reuse_ir'}, {'test_file': 'distributions/test_distributions'}, {'test_file': 'test_quantization'}, {'test_file': 'doctests'}, {'test_file': 'test_autoload_disable'}, {'test_file': 'test_autoload_enable'}, {'test_file': 'test_cpp_extensions_aot_ninja'}, {'test_file': 'test_cpp_extensions_aot_no_ninja'}], 'excluded': []} from test/test-reports/td_exclusions-b075bc3d8d5814325dc3.json is not a benchmark record, skipping 2025-09-07T09:14:39.1233956Z warn(f"{result} from {filepath} is not a benchmark record, skipping") 2025-09-07T09:14:39.1376639Z ##[group]Run cat test/**/*_toprint.log || true 2025-09-07T09:14:39.1376974Z cat test/**/*_toprint.log || true 2025-09-07T09:14:39.1383778Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T09:14:39.1384056Z env: 2025-09-07T09:14:39.1384217Z GIT_DEFAULT_BRANCH: main 2025-09-07T09:14:39.1384457Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T09:14:39.1384844Z DOCKER_CONTAINER_ID: 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:14:39.1385191Z DEVICE_NAME: 2025-09-07T09:14:39.1385355Z DEVICE_TYPE: 2025-09-07T09:14:39.1385513Z ##[endgroup] 2025-09-07T09:14:39.1465734Z cat: 'test/**/*_toprint.log': No such file or directory 2025-09-07T09:14:39.1547238Z ##[group]Run kill "$MONITOR_SCRIPT_PID" 2025-09-07T09:14:39.1547535Z kill "$MONITOR_SCRIPT_PID" 2025-09-07T09:14:39.1553764Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T09:14:39.1554044Z env: 2025-09-07T09:14:39.1554206Z GIT_DEFAULT_BRANCH: main 2025-09-07T09:14:39.1554456Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T09:14:39.1554857Z DOCKER_CONTAINER_ID: 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:14:39.1555216Z DEVICE_NAME: 2025-09-07T09:14:39.1555381Z DEVICE_TYPE: 2025-09-07T09:14:39.1555548Z MONITOR_SCRIPT_PID: 62616 2025-09-07T09:14:39.1555743Z ##[endgroup] 2025-09-07T09:14:39.1673279Z Prepare all required actions 2025-09-07T09:14:39.1673766Z Getting action download info 2025-09-07T09:14:39.2985036Z Download action repository 'seemethere/upload-artifact-s3@v5' (SHA:baba72d0712b404f646cebe0730933554ebce96a) 2025-09-07T09:14:39.6401973Z Download action repository 'actions/upload-artifact@v4' (SHA:ea165f8d65b6e75b540449e92b4886f43607fa02) 2025-09-07T09:14:41.5259553Z ##[group]Run ./.github/actions/upload-test-artifacts 2025-09-07T09:14:41.5259833Z with: 2025-09-07T09:14:41.5260158Z file-suffix: test-default-4-5-lf.linux.g6.4xlarge.experimental.nvidia.gpu_49774733803 2025-09-07T09:14:41.5260550Z s3-bucket: gha-artifacts 2025-09-07T09:14:41.5260739Z env: 2025-09-07T09:14:41.5260904Z GIT_DEFAULT_BRANCH: main 2025-09-07T09:14:41.5261154Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T09:14:41.5261556Z DOCKER_CONTAINER_ID: 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:14:41.5261898Z DEVICE_NAME: 2025-09-07T09:14:41.5262103Z DEVICE_TYPE: 2025-09-07T09:14:41.5262263Z ##[endgroup] 2025-09-07T09:14:41.5351038Z ##[group]Run # Remove any previous test jsons if they exist 2025-09-07T09:14:41.5351385Z # Remove any previous test jsons if they exist 2025-09-07T09:14:41.5351654Z rm -f test-jsons-*.zip 2025-09-07T09:14:41.5351967Z zip -r "test-jsons-${FILE_SUFFIX}.zip" test/test-reports -i '*.json' 2025-09-07T09:14:41.5358937Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T09:14:41.5359201Z env: 2025-09-07T09:14:41.5359360Z GIT_DEFAULT_BRANCH: main 2025-09-07T09:14:41.5359739Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T09:14:41.5360219Z DOCKER_CONTAINER_ID: 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:14:41.5360560Z DEVICE_NAME: 2025-09-07T09:14:41.5360720Z DEVICE_TYPE: 2025-09-07T09:14:41.5361028Z FILE_SUFFIX: test-default-4-5-lf.linux.g6.4xlarge.experimental.nvidia.gpu_49774733803 2025-09-07T09:14:41.5361400Z ##[endgroup] 2025-09-07T09:14:41.6410724Z adding: test/test-reports/td_exclusions-b075bc3d8d5814325dc3.json (deflated 82%) 2025-09-07T09:14:41.6538825Z ##[group]Run # Remove any previous test reports if they exist 2025-09-07T09:14:41.6539175Z # Remove any previous test reports if they exist 2025-09-07T09:14:41.6539548Z rm -f test-reports-*.zip 2025-09-07T09:14:41.6539890Z zip -r "test-reports-${FILE_SUFFIX}.zip" test/test-reports -i '*.xml' -i '*.csv' 2025-09-07T09:14:41.6546125Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T09:14:41.6546408Z env: 2025-09-07T09:14:41.6546565Z GIT_DEFAULT_BRANCH: main 2025-09-07T09:14:41.6546799Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T09:14:41.6547199Z DOCKER_CONTAINER_ID: 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:14:41.6547551Z DEVICE_NAME: 2025-09-07T09:14:41.6547711Z DEVICE_TYPE: 2025-09-07T09:14:41.6548018Z FILE_SUFFIX: test-default-4-5-lf.linux.g6.4xlarge.experimental.nvidia.gpu_49774733803 2025-09-07T09:14:41.6548387Z ##[endgroup] 2025-09-07T09:14:41.6670750Z adding: test/test-reports/python-pytest/inductor.test_aot_inductor/inductor.test_aot_inductor-4b5a146edd9ad2d0.xml (deflated 28%) 2025-09-07T09:14:41.6678497Z adding: test/test-reports/python-pytest/inductor.test_aot_inductor/inductor.test_aot_inductor-9a30f9bd0ae91f04.xml (deflated 91%) 2025-09-07T09:14:41.6679549Z adding: test/test-reports/python-pytest/inductor.test_compiled_autograd/inductor.test_compiled_autograd-8b28d27982feefd8.xml (deflated 28%) 2025-09-07T09:14:41.6702345Z adding: 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adding: test/test-reports/python-pytest/inductor.test_torchinductor_dynamic_shapes/inductor.test_torchinductor_dynamic_shapes-29141eba6a047092.xml (deflated 28%) 2025-09-07T09:14:41.7107462Z adding: test/test-reports/python-pytest/inductor.test_torchinductor_dynamic_shapes/inductor.test_torchinductor_dynamic_shapes-5f06f49cfbdf6c6a.xml (deflated 92%) 2025-09-07T09:14:41.7108508Z adding: test/test-reports/python-pytest/export.test_torchbind/export.test_torchbind-8269c091bfa93755.xml (deflated 28%) 2025-09-07T09:14:41.7109444Z adding: test/test-reports/python-pytest/export.test_torchbind/export.test_torchbind-96fd673416053825.xml (deflated 93%) 2025-09-07T09:14:41.7110707Z adding: test/test-reports/python-pytest/inductor.test_cudagraph_trees_expandable_segments/inductor.test_cudagraph_trees_expandable_segments-a360e9c12c5cb510.xml (deflated 28%) 2025-09-07T09:14:41.7112970Z adding: 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adding: test/test-reports/python-pytest/torch_np.numpy_tests.lib.test_arraysetops/torch_np.numpy_tests.lib.test_arraysetops-2583022cbed73c68.xml (deflated 28%) 2025-09-07T09:14:41.9025409Z adding: test/test-reports/python-pytest/torch_np.numpy_tests.lib.test_arraysetops/torch_np.numpy_tests.lib.test_arraysetops-a0c78521365eb634.xml (deflated 95%) 2025-09-07T09:14:41.9026414Z adding: test/test-reports/python-pytest/test_functional_autograd_benchmark/test_functional_autograd_benchmark-7b35a0a5f9821d48.xml (deflated 28%) 2025-09-07T09:14:41.9027258Z adding: test/test-reports/python-pytest/test_functional_autograd_benchmark/test_functional_autograd_benchmark-f1c0d30a047ecdc8.xml (deflated 54%) 2025-09-07T09:14:41.9028012Z adding: test/test-reports/python-pytest/test_function_schema/test_function_schema-2a6845c723a642b9.xml (deflated 28%) 2025-09-07T09:14:41.9028678Z adding: test/test-reports/python-pytest/test_function_schema/test_function_schema-324d7734fc32721a.xml (deflated 82%) 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test/test-reports/dynamo.test_backends_1.1_29c4aa0ed1e3ec91_.log (deflated 73%) 2025-09-07T09:14:42.1518983Z adding: test/test-reports/inductor.test_op_dtype_prop_1.1_e0c33f2e9cced19b_.log (deflated 94%) 2025-09-07T09:14:42.1520083Z adding: test/test-reports/dynamo.test_verify_correctness_1.1_ac68a7e560eb4a14_.log (deflated 66%) 2025-09-07T09:14:42.1521179Z adding: test/test-reports/dynamo.test_python_dispatcher_1.1_979509f5401a4551_.log (deflated 66%) 2025-09-07T09:14:42.1522342Z adding: test/test-reports/test_set_default_mobile_cpu_allocator_1.1_a4ea86707c4fe663_.log (deflated 58%) 2025-09-07T09:14:42.1523422Z adding: test/test-reports/torch_np.test_indexing_1.1_6636eedcff77e14c_.log (deflated 62%) 2025-09-07T09:14:42.1524602Z adding: test/test-reports/torch_np.test_scalars_0D_arrays_1.1_498d330bbce555b5_.log (deflated 84%) 2025-09-07T09:14:42.1525208Z adding: test/test-reports/test_numba_integration_1.1_a02673fccb439df8_.log (deflated 69%) 2025-09-07T09:14:42.1525682Z adding: test/test-reports/dynamo.test_cudagraphs_1.1_057ccd95cb2dedbe_.log (deflated 66%) 2025-09-07T09:14:42.1526164Z adding: test/test-reports/dynamo.test_deviceguard_1.1_cf2e06839341451a_.log (deflated 60%) 2025-09-07T09:14:42.1534753Z adding: test/test-reports/torch_np.numpy_tests.lib.test_function_base_1.1_58f553bff8b4e0bb_.log (deflated 93%) 2025-09-07T09:14:42.1535779Z adding: test/test-reports/dynamo.test_comptime_1.1_9a4b9761149fdf6e_.log (deflated 69%) 2025-09-07T09:14:42.1551718Z adding: test/test-reports/export.test_nativert_1.1_faa6cdd5af904f26_.log (deflated 90%) 2025-09-07T09:14:42.1552724Z adding: test/test-reports/dynamo.test_debug_utils_1.1_ec1b05b3583f8a89_.log (deflated 61%) 2025-09-07T09:14:42.1557926Z adding: test/test-reports/dynamo.test_higher_order_ops_1.1_0ff59972a78c975c_.log (deflated 89%) 2025-09-07T09:14:42.1567726Z adding: test/test-reports/functorch.test_eager_transforms_1.1_7ba531aafb5be67f_.log (deflated 90%) 2025-09-07T09:14:42.1568839Z adding: test/test-reports/profiler.test_cpp_thread_1.1_ebbb84b4e9cc6f5f_.log (deflated 82%) 2025-09-07T09:14:42.1569864Z adding: test/test-reports/test_cuda_sanitizer_1.1_0417fa93fc3048fa_.log (deflated 78%) 2025-09-07T09:14:42.1570819Z adding: test/test-reports/inductor.test_efficient_conv_bn_eval_1.1_f4543cb4336a2660_.log (deflated 56%) 2025-09-07T09:14:42.1572083Z adding: test/test-reports/dynamo.test_error_messages_1.1_b25f04e60aa68044_.log (deflated 82%) 2025-09-07T09:14:42.1573116Z adding: test/test-reports/inductor.test_mps_basic_1.1_12f5d33463c3ef01_.log (deflated 35%) 2025-09-07T09:14:42.1574033Z adding: test/test-reports/inductor.test_auto_functionalize_1.1_3a7a5d5e761eca80_.log (deflated 84%) 2025-09-07T09:14:42.1575146Z adding: test/test-reports/torch_np.numpy_tests.core.test_indexing_1.1_2d3aaf57cafd33c6_.log (deflated 85%) 2025-09-07T09:14:42.1576160Z adding: test/test-reports/inductor.test_unbacked_symints_1.1_e4996de49e1782eb_.log (deflated 80%) 2025-09-07T09:14:42.1577298Z adding: test/test-reports/nn.test_lazy_modules_1.1_59ab238fdb8bf6ce_.log (deflated 85%) 2025-09-07T09:14:42.1579303Z adding: test/test-reports/dynamo.test_decorators_1.1_8454cbcd98bb1ef3_.log (deflated 84%) 2025-09-07T09:14:42.1580112Z adding: test/test-reports/test_fx_reinplace_pass_1.1_1f5dd75ed8d8d6d3_.log (deflated 73%) 2025-09-07T09:14:42.1581174Z adding: test/test-reports/torch_np.numpy_tests.lib.test_type_check_1.1_fea4fd3d2a8c60ea_.log (deflated 84%) 2025-09-07T09:14:42.1582136Z adding: test/test-reports/inductor.test_custom_partitioner_fn_1.1_b0181b9f6a201796_.log (deflated 54%) 2025-09-07T09:14:42.1583039Z adding: test/test-reports/lazy.test_functionalization_1.1_87b3a0042d543e4c_.log (deflated 56%) 2025-09-07T09:14:42.1583840Z adding: test/test-reports/dynamo.test_aot_compile_1.1_4ebd5d0d0e489266_.log (deflated 62%) 2025-09-07T09:14:42.1584368Z adding: test/test-reports/test_functionalization_of_rng_ops_1.1_2e91847ba9899c03_.log (deflated 74%) 2025-09-07T09:14:42.1585188Z adding: test/test-reports/test_scatter_gather_ops_1.1_1eb83f58964d9f90_.log (deflated 88%) 2025-09-07T09:14:42.1586025Z adding: test/test-reports/dynamo.test_python_autograd_1.1_327219c2dcd0c6ab_.log (deflated 63%) 2025-09-07T09:14:42.1587980Z adding: test/test-reports/torch_np.numpy_tests.core.test_scalar_methods_1.1_afdde4e469393619_.log (deflated 91%) 2025-09-07T09:14:42.1589033Z adding: test/test-reports/torch_np.numpy_tests.core.test_numerictypes_1.1_d4b7f3b17c68e3ab_.log (deflated 85%) 2025-09-07T09:14:42.1589949Z adding: test/test-reports/profiler.test_memory_profiler_1.1_09524262dd7e5f49_.log (deflated 81%) 2025-09-07T09:14:42.1590781Z adding: test/test-reports/lazy.test_debug_util_1.1_97be922f39b0aa36_.log (deflated 51%) 2025-09-07T09:14:42.1592036Z adding: test/test-reports/torch_np.numpy_tests.lib.test_arraysetops_1.1_5b1201e3936917bc_.log (deflated 88%) 2025-09-07T09:14:42.1592933Z adding: test/test-reports/test_function_schema_1.1_bc82a6e4a1850a3e_.log (deflated 75%) 2025-09-07T09:14:42.1593951Z adding: test/test-reports/test_functional_autograd_benchmark_1.1_10b7fe9c1723bafb_.log (deflated 86%) 2025-09-07T09:14:42.1603368Z adding: test/test-reports/test_type_promotion_1.1_25c4e10ed955ed2a_.log (deflated 94%) 2025-09-07T09:14:42.1620333Z adding: test/test-reports/torch_np.test_reductions_1.1_ff0cd7afd6ee4268_.log (deflated 96%) 2025-09-07T09:14:42.1621848Z adding: test/test-reports/torch_np.numpy_tests.core.test_scalar_ctors_1.1_98ec199afaf87c72_.log (deflated 89%) 2025-09-07T09:14:42.1623025Z adding: test/test-reports/profiler.test_profiler_tree_1.1_86e32246aa67f2ed_.log (deflated 75%) 2025-09-07T09:14:42.1624103Z adding: test/test-reports/profiler.test_torch_tidy_1.1_2ce2f12829c5d74b_.log (deflated 75%) 2025-09-07T09:14:42.1624938Z adding: test/test-reports/profiler.test_python_tracer_1.1_b83af1596645413f_.log (deflated 58%) 2025-09-07T09:14:42.1785894Z ##[group]Run # Remove any previous debugging artifacts if they exist 2025-09-07T09:14:42.1786304Z # Remove any previous debugging artifacts if they exist 2025-09-07T09:14:42.1786597Z rm -f debug-*.zip 2025-09-07T09:14:42.1786806Z if [ -d 'test/debug' ]; then 2025-09-07T09:14:42.1787065Z  zip -r "debug-${FILE_SUFFIX}.zip" test/debug 2025-09-07T09:14:42.1787302Z fi 2025-09-07T09:14:42.1793718Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T09:14:42.1794010Z env: 2025-09-07T09:14:42.1794307Z GIT_DEFAULT_BRANCH: main 2025-09-07T09:14:42.1794622Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T09:14:42.1795007Z DOCKER_CONTAINER_ID: 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:14:42.1795369Z DEVICE_NAME: 2025-09-07T09:14:42.1795546Z DEVICE_TYPE: 2025-09-07T09:14:42.1795859Z FILE_SUFFIX: test-default-4-5-lf.linux.g6.4xlarge.experimental.nvidia.gpu_49774733803 2025-09-07T09:14:42.1796211Z ##[endgroup] 2025-09-07T09:14:42.2932337Z ##[group]Run seemethere/upload-artifact-s3@v5 2025-09-07T09:14:42.2932585Z with: 2025-09-07T09:14:42.2932738Z s3-bucket: gha-artifacts 2025-09-07T09:14:42.2932971Z s3-prefix: pytorch/pytorch/17524754564/1/artifact 2025-09-07T09:14:42.2933215Z retention-days: 14 2025-09-07T09:14:42.2933394Z if-no-files-found: warn 2025-09-07T09:14:42.2933581Z path: test-jsons-*.zip 2025-09-07T09:14:42.2933758Z name: artifact 2025-09-07T09:14:42.2933915Z region: us-east-1 2025-09-07T09:14:42.2934082Z env: 2025-09-07T09:14:42.2934240Z GIT_DEFAULT_BRANCH: main 2025-09-07T09:14:42.2934476Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T09:14:42.2934863Z DOCKER_CONTAINER_ID: 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:14:42.2935204Z DEVICE_NAME: 2025-09-07T09:14:42.2935360Z DEVICE_TYPE: 2025-09-07T09:14:42.2935523Z ##[endgroup] 2025-09-07T09:14:42.8380494Z NOTE: s3-prefix specified, ignoring name parameter 2025-09-07T09:14:42.8381173Z With the provided path, there will be 1 file uploaded 2025-09-07T09:14:42.8381739Z Uploading to s3 prefix: pytorch/pytorch/17524754564/1/artifact 2025-09-07T09:14:42.8428014Z Starting upload of test-jsons-test-default-4-5-lf.linux.g6.4xlarge.experimental.nvidia.gpu_49774733803.zip 2025-09-07T09:14:42.9750968Z Finished upload of test-jsons-test-default-4-5-lf.linux.g6.4xlarge.experimental.nvidia.gpu_49774733803.zip 2025-09-07T09:14:43.0076979Z ##[group]Run seemethere/upload-artifact-s3@v5 2025-09-07T09:14:43.0077241Z with: 2025-09-07T09:14:43.0077409Z s3-bucket: gha-artifacts 2025-09-07T09:14:43.0077656Z s3-prefix: pytorch/pytorch/17524754564/1/artifact 2025-09-07T09:14:43.0077906Z retention-days: 14 2025-09-07T09:14:43.0078089Z if-no-files-found: error 2025-09-07T09:14:43.0078280Z path: test-reports-*.zip 2025-09-07T09:14:43.0078591Z name: artifact 2025-09-07T09:14:43.0078757Z region: us-east-1 2025-09-07T09:14:43.0078915Z env: 2025-09-07T09:14:43.0079063Z GIT_DEFAULT_BRANCH: main 2025-09-07T09:14:43.0079302Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T09:14:43.0079692Z DOCKER_CONTAINER_ID: 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:14:43.0080035Z DEVICE_NAME: 2025-09-07T09:14:43.0080192Z DEVICE_TYPE: 2025-09-07T09:14:43.0080350Z ##[endgroup] 2025-09-07T09:14:43.2836024Z NOTE: s3-prefix specified, ignoring name parameter 2025-09-07T09:14:43.2836496Z With the provided path, there will be 1 file uploaded 2025-09-07T09:14:43.2836927Z Uploading to s3 prefix: pytorch/pytorch/17524754564/1/artifact 2025-09-07T09:14:43.2882025Z Starting upload of test-reports-test-default-4-5-lf.linux.g6.4xlarge.experimental.nvidia.gpu_49774733803.zip 2025-09-07T09:14:43.4613878Z Finished upload of test-reports-test-default-4-5-lf.linux.g6.4xlarge.experimental.nvidia.gpu_49774733803.zip 2025-09-07T09:14:43.4945551Z ##[group]Run seemethere/upload-artifact-s3@v5 2025-09-07T09:14:43.4945808Z with: 2025-09-07T09:14:43.4945967Z s3-bucket: gha-artifacts 2025-09-07T09:14:43.4946210Z s3-prefix: pytorch/pytorch/17524754564/1/artifact 2025-09-07T09:14:43.4946463Z retention-days: 14 2025-09-07T09:14:43.4946646Z if-no-files-found: ignore 2025-09-07T09:14:43.4946845Z path: logs-*.zip 2025-09-07T09:14:43.4947018Z name: artifact 2025-09-07T09:14:43.4947181Z region: us-east-1 2025-09-07T09:14:43.4947341Z env: 2025-09-07T09:14:43.4947491Z GIT_DEFAULT_BRANCH: main 2025-09-07T09:14:43.4947903Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T09:14:43.4948314Z DOCKER_CONTAINER_ID: 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:14:43.4948741Z DEVICE_NAME: 2025-09-07T09:14:43.4948907Z DEVICE_TYPE: 2025-09-07T09:14:43.4949063Z ##[endgroup] 2025-09-07T09:14:43.7717246Z NOTE: s3-prefix specified, ignoring name parameter 2025-09-07T09:14:43.7717732Z With the provided path, there will be 1 file uploaded 2025-09-07T09:14:43.7718135Z Uploading to s3 prefix: pytorch/pytorch/17524754564/1/artifact 2025-09-07T09:14:43.7763574Z Starting upload of logs-test-default-4-5-lf.linux.g6.4xlarge.experimental.nvidia.gpu_49774733803.zip 2025-09-07T09:14:43.9563071Z Finished upload of logs-test-default-4-5-lf.linux.g6.4xlarge.experimental.nvidia.gpu_49774733803.zip 2025-09-07T09:14:43.9873990Z ##[group]Run seemethere/upload-artifact-s3@v5 2025-09-07T09:14:43.9874238Z with: 2025-09-07T09:14:43.9874395Z s3-bucket: gha-artifacts 2025-09-07T09:14:43.9874632Z s3-prefix: pytorch/pytorch/17524754564/1/artifact 2025-09-07T09:14:43.9874896Z retention-days: 14 2025-09-07T09:14:43.9875084Z if-no-files-found: ignore 2025-09-07T09:14:43.9875272Z path: debug-*.zip 2025-09-07T09:14:43.9875453Z name: artifact 2025-09-07T09:14:43.9875618Z region: us-east-1 2025-09-07T09:14:43.9875775Z env: 2025-09-07T09:14:43.9875925Z GIT_DEFAULT_BRANCH: main 2025-09-07T09:14:43.9876175Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T09:14:43.9876561Z DOCKER_CONTAINER_ID: 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:14:43.9876911Z DEVICE_NAME: 2025-09-07T09:14:43.9877066Z DEVICE_TYPE: 2025-09-07T09:14:43.9877222Z ##[endgroup] 2025-09-07T09:14:44.2587632Z No files were found with the provided path: debug-*.zip. No artifacts will be uploaded. 2025-09-07T09:14:44.2929672Z ##[group]Run # shellcheck disable=SC2156 2025-09-07T09:14:44.2929995Z # shellcheck disable=SC2156 2025-09-07T09:14:44.2930436Z find . -iname "core.[1-9]*" -exec docker exec "${DOCKER_CONTAINER_ID}" sh -c "gdb python {} -ex 'bt' -ex 'q'" \; 2025-09-07T09:14:44.2937610Z shell: /usr/bin/bash -e {0} 2025-09-07T09:14:44.2937826Z env: 2025-09-07T09:14:44.2937993Z GIT_DEFAULT_BRANCH: main 2025-09-07T09:14:44.2938242Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T09:14:44.2938653Z DOCKER_CONTAINER_ID: 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:14:44.2939126Z DEVICE_NAME: 2025-09-07T09:14:44.2939292Z DEVICE_TYPE: 2025-09-07T09:14:44.2939450Z ##[endgroup] 2025-09-07T09:14:44.5607390Z Prepare all required actions 2025-09-07T09:14:44.5607752Z Getting action download info 2025-09-07T09:14:44.7007986Z ##[group]Run ./.github/actions/upload-utilization-stats 2025-09-07T09:14:44.7008254Z with: 2025-09-07T09:14:44.7008402Z job_id: 49774733803 2025-09-07T09:14:44.7008793Z job_name: linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 4, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu) 2025-09-07T09:14:44.7009210Z workflow_name: trunk 2025-09-07T09:14:44.7009406Z workflow_run_id: 17524754564 2025-09-07T09:14:44.7009617Z workflow_attempt: 1 2025-09-07T09:14:44.7009973Z env: 2025-09-07T09:14:44.7010147Z GIT_DEFAULT_BRANCH: main 2025-09-07T09:14:44.7010393Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T09:14:44.7010787Z DOCKER_CONTAINER_ID: 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:14:44.7011127Z DEVICE_NAME: 2025-09-07T09:14:44.7011290Z DEVICE_TYPE: 2025-09-07T09:14:44.7011443Z ##[endgroup] 2025-09-07T09:14:44.7103529Z ##[group]Run echo "workflow_id: 17524754564" 2025-09-07T09:14:44.7103790Z echo "workflow_id: 17524754564" 2025-09-07T09:14:44.7104023Z echo "workflow_attempt: 1" 2025-09-07T09:14:44.7104240Z echo "workflow_Name: trunk" 2025-09-07T09:14:44.7104448Z echo "job_id: 49774733803" 2025-09-07T09:14:44.7104883Z echo "job_name: linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 4, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu)" 2025-09-07T09:14:44.7105334Z echo "artifact_prefix: " 2025-09-07T09:14:44.7105664Z python3 --version 2025-09-07T09:14:44.7112761Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T09:14:44.7113044Z env: 2025-09-07T09:14:44.7113196Z GIT_DEFAULT_BRANCH: main 2025-09-07T09:14:44.7113444Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T09:14:44.7113840Z DOCKER_CONTAINER_ID: 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:14:44.7114190Z DEVICE_NAME: 2025-09-07T09:14:44.7114346Z DEVICE_TYPE: 2025-09-07T09:14:44.7114514Z ##[endgroup] 2025-09-07T09:14:44.7139358Z workflow_id: 17524754564 2025-09-07T09:14:44.7139615Z workflow_attempt: 1 2025-09-07T09:14:44.7139842Z workflow_Name: trunk 2025-09-07T09:14:44.7140067Z job_id: 49774733803 2025-09-07T09:14:44.7140536Z job_name: linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 4, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu) 2025-09-07T09:14:44.7141063Z artifact_prefix: 2025-09-07T09:14:44.7152331Z Python 3.9.23 2025-09-07T09:14:44.7314772Z ##[group]Run nick-fields/retry@v3.0.0 2025-09-07T09:14:44.7314991Z with: 2025-09-07T09:14:44.7315132Z shell: bash 2025-09-07T09:14:44.7315291Z timeout_minutes: 5 2025-09-07T09:14:44.7315464Z max_attempts: 5 2025-09-07T09:14:44.7315634Z retry_wait_seconds: 30 2025-09-07T09:14:44.7316029Z command: set -eu python3 -m pip install python-dateutil==2.8.2 boto3==1.35.42 pandas==2.1.3 dataclasses_json==0.6.7 2025-09-07T09:14:44.7316453Z polling_interval_seconds: 1 2025-09-07T09:14:44.7316654Z warning_on_retry: true 2025-09-07T09:14:44.7316851Z continue_on_error: false 2025-09-07T09:14:44.7317028Z env: 2025-09-07T09:14:44.7317176Z GIT_DEFAULT_BRANCH: main 2025-09-07T09:14:44.7317403Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T09:14:44.7317796Z DOCKER_CONTAINER_ID: 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:14:44.7318127Z DEVICE_NAME: 2025-09-07T09:14:44.7318288Z DEVICE_TYPE: 2025-09-07T09:14:44.7318445Z ##[endgroup] 2025-09-07T09:14:45.0386811Z Defaulting to user installation because normal site-packages is not writeable 2025-09-07T09:14:45.1584051Z Collecting python-dateutil==2.8.2 2025-09-07T09:14:45.1719807Z Downloading python_dateutil-2.8.2-py2.py3-none-any.whl (247 kB) 2025-09-07T09:14:46.1311200Z Collecting boto3==1.35.42 2025-09-07T09:14:46.1342376Z Downloading boto3-1.35.42-py3-none-any.whl (139 kB) 2025-09-07T09:14:46.6934344Z Collecting pandas==2.1.3 2025-09-07T09:14:46.6970995Z Downloading pandas-2.1.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (12.3 MB) 2025-09-07T09:14:46.9782033Z Requirement already satisfied: dataclasses_json==0.6.7 in /home/ec2-user/.local/lib/python3.9/site-packages (0.6.7) 2025-09-07T09:14:46.9796289Z Requirement already satisfied: six>=1.5 in /usr/lib/python3.9/site-packages (from python-dateutil==2.8.2) (1.15.0) 2025-09-07T09:14:46.9837046Z Requirement already satisfied: botocore<1.36.0,>=1.35.42 in /home/ec2-user/.local/lib/python3.9/site-packages (from boto3==1.35.42) (1.35.99) 2025-09-07T09:14:46.9841292Z Requirement already satisfied: jmespath<2.0.0,>=0.7.1 in /usr/lib/python3.9/site-packages (from boto3==1.35.42) (0.10.0) 2025-09-07T09:14:46.9844695Z Requirement already satisfied: s3transfer<0.11.0,>=0.10.0 in /home/ec2-user/.local/lib/python3.9/site-packages (from boto3==1.35.42) (0.10.4) 2025-09-07T09:14:47.8193854Z Collecting numpy<2,>=1.22.4 2025-09-07T09:14:47.8226814Z Downloading numpy-1.26.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (18.2 MB) 2025-09-07T09:14:48.2953980Z Collecting tzdata>=2022.1 2025-09-07T09:14:48.2982906Z Downloading tzdata-2025.2-py2.py3-none-any.whl (347 kB) 2025-09-07T09:14:48.3364813Z Requirement already satisfied: pytz>=2020.1 in /usr/lib/python3.9/site-packages (from pandas==2.1.3) (2022.7.1) 2025-09-07T09:14:48.3391588Z Requirement already satisfied: marshmallow<4.0.0,>=3.18.0 in /home/ec2-user/.local/lib/python3.9/site-packages (from dataclasses_json==0.6.7) (3.26.1) 2025-09-07T09:14:48.3395198Z Requirement already satisfied: typing-inspect<1,>=0.4.0 in /home/ec2-user/.local/lib/python3.9/site-packages (from dataclasses_json==0.6.7) (0.9.0) 2025-09-07T09:14:48.3444695Z Requirement already satisfied: urllib3<1.27,>=1.25.4 in /usr/lib/python3.9/site-packages (from botocore<1.36.0,>=1.35.42->boto3==1.35.42) (1.25.10) 2025-09-07T09:14:48.3541396Z Requirement already satisfied: packaging>=17.0 in /home/ec2-user/.local/lib/python3.9/site-packages (from marshmallow<4.0.0,>=3.18.0->dataclasses_json==0.6.7) (25.0) 2025-09-07T09:14:48.3629240Z Requirement already satisfied: mypy-extensions>=0.3.0 in /home/ec2-user/.local/lib/python3.9/site-packages (from typing-inspect<1,>=0.4.0->dataclasses_json==0.6.7) (1.1.0) 2025-09-07T09:14:48.3632676Z Requirement already satisfied: typing-extensions>=3.7.4 in /home/ec2-user/.local/lib/python3.9/site-packages (from typing-inspect<1,>=0.4.0->dataclasses_json==0.6.7) (4.15.0) 2025-09-07T09:14:48.6349183Z Installing collected packages: python-dateutil, tzdata, numpy, pandas, boto3 2025-09-07T09:14:53.1873011Z Attempting uninstall: boto3 2025-09-07T09:14:53.1874222Z Found existing installation: boto3 1.35.33 2025-09-07T09:14:53.1979296Z Uninstalling boto3-1.35.33: 2025-09-07T09:14:53.1992076Z Successfully uninstalled boto3-1.35.33 2025-09-07T09:14:53.3174274Z Successfully installed boto3-1.35.42 numpy-1.26.4 pandas-2.1.3 python-dateutil-2.8.2 tzdata-2025.2 2025-09-07T09:14:53.8062238Z Command completed after 1 attempt(s). 2025-09-07T09:14:53.8213532Z ##[group]Run python3 -m tools.stats.upload_utilization_stats.upload_utilization_stats \ 2025-09-07T09:14:53.8217254Z python3 -m tools.stats.upload_utilization_stats.upload_utilization_stats \ 2025-09-07T09:14:53.8217639Z  --workflow-run-id "17524754564" \ 2025-09-07T09:14:53.8217900Z  --workflow-name "trunk" \ 2025-09-07T09:14:53.8218145Z  --workflow-run-attempt "1" \ 2025-09-07T09:14:53.8218382Z  --job-id "49774733803" \ 2025-09-07T09:14:53.8218840Z  --job-name "linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 4, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu)" \ 2025-09-07T09:14:53.8219297Z  --local-path "" \ 2025-09-07T09:14:53.8219506Z  --artifact-prefix "" 2025-09-07T09:14:53.8226589Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T09:14:53.8226985Z env: 2025-09-07T09:14:53.8227143Z GIT_DEFAULT_BRANCH: main 2025-09-07T09:14:53.8227541Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T09:14:53.8227941Z DOCKER_CONTAINER_ID: 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:14:53.8228296Z DEVICE_NAME: 2025-09-07T09:14:53.8228453Z DEVICE_TYPE: 2025-09-07T09:14:53.8228621Z ##[endgroup] 2025-09-07T09:14:57.1935405Z repo: pytorch/pytorch 2025-09-07T09:14:57.1935776Z Search for test log in s3 bucket: ossci-utilization 2025-09-07T09:14:57.1936360Z Downloading logs-test-default-4-5-lf.linux.g6.4xlarge.experimental.nvidia.gpu_49774733803.zip 2025-09-07T09:14:57.1937197Z extracting usage_log.txt from zip file logs-test-default-4-5-lf.linux.g6.4xlarge.experimental.nvidia.gpu_49774733803.zip 2025-09-07T09:14:57.1937807Z Converted Log Model: UtilizationMetadata: 2025-09-07T09:14:57.1939151Z UtilizationMetadata(level='metadata', workflow_id='17524754564', job_id='49774733803', workflow_name='trunk', job_name='linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 4, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu)', usage_collect_interval=1.0, data_model_version=1.5, start_at=1757228830, gpu_count=1, cpu_count=16, gpu_type='pynvml', error=None) 2025-09-07T09:14:57.1940539Z [Db Segments] detected pytest cmd: 18, generated segments: 18 2025-09-07T09:14:57.1940886Z [db model] Peek db timeseries 2025-09-07T09:14:57.1941124Z :{ 2025-09-07T09:14:57.1941304Z "created_at": 1757236496, 2025-09-07T09:14:57.1941544Z "type": "utilization", 2025-09-07T09:14:57.1941765Z "tags": [ 2025-09-07T09:14:57.1941951Z "record" 2025-09-07T09:14:57.1942137Z ], 2025-09-07T09:14:57.1942593Z "time_stamp": 1757228830, 2025-09-07T09:14:57.1942836Z "repo": "pytorch/pytorch", 2025-09-07T09:14:57.1943085Z "workflow_id": 17524754564, 2025-09-07T09:14:57.1943325Z "run_attempt": 1, 2025-09-07T09:14:57.1943540Z "job_id": 49774733803, 2025-09-07T09:14:57.1943761Z "workflow_name": "trunk", 2025-09-07T09:14:57.1944286Z "job_name": "linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 4, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu)", 2025-09-07T09:14:57.1944804Z "json_data": "{}" 2025-09-07T09:14:57.1945002Z } 2025-09-07T09:14:57.1945435Z Writing 1 documents to S3 ossci-utilization/util_metadata/v_1.5/pytorch/pytorch/17524754564/1/49774733803/metadata 2025-09-07T09:14:57.1946262Z Done! Finish writing document to S3 ossci-utilization/util_metadata/v_1.5/pytorch/pytorch/17524754564/1/49774733803/metadata 2025-09-07T09:14:57.1947087Z Writing 1521 documents to S3 ossci-utilization/util_timeseries/v_1.5/pytorch/pytorch/17524754564/1/49774733803/time_series 2025-09-07T09:14:57.1947851Z Done! Finish writing document to S3 ossci-utilization/util_timeseries/v_1.5/pytorch/pytorch/17524754564/1/49774733803/time_series 2025-09-07T09:14:57.2902426Z ##[group]Run pytorch/test-infra/.github/actions/teardown-linux@main 2025-09-07T09:14:57.2902782Z with: 2025-09-07T09:14:57.2902946Z env: 2025-09-07T09:14:57.2903096Z GIT_DEFAULT_BRANCH: main 2025-09-07T09:14:57.2903351Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T09:14:57.2903743Z DOCKER_CONTAINER_ID: 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:14:57.2904090Z DEVICE_NAME: 2025-09-07T09:14:57.2904264Z DEVICE_TYPE: 2025-09-07T09:14:57.2904414Z ##[endgroup] 2025-09-07T09:14:57.3021114Z ##[group]Run set -eou pipefail 2025-09-07T09:14:57.3021358Z set -eou pipefail 2025-09-07T09:14:57.3021553Z  2025-09-07T09:14:57.3021822Z echo "Holding runner for 2 hours until all ssh sessions have logged out" 2025-09-07T09:14:57.3022157Z for _ in $(seq 1440); do 2025-09-07T09:14:57.3022417Z  # Break if no ssh session exists anymore 2025-09-07T09:14:57.3022690Z  if [ "$(who)" = "" ]; then 2025-09-07T09:14:57.3022894Z  break 2025-09-07T09:14:57.3023060Z  fi 2025-09-07T09:14:57.3023343Z  echo "." 2025-09-07T09:14:57.3023516Z  sleep 5 2025-09-07T09:14:57.3023674Z done 2025-09-07T09:14:57.3030570Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T09:14:57.3030851Z env: 2025-09-07T09:14:57.3031019Z GIT_DEFAULT_BRANCH: main 2025-09-07T09:14:57.3031257Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T09:14:57.3031659Z DOCKER_CONTAINER_ID: 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:14:57.3032006Z DEVICE_NAME: 2025-09-07T09:14:57.3032168Z DEVICE_TYPE: 2025-09-07T09:14:57.3032326Z ##[endgroup] 2025-09-07T09:14:57.3056161Z Holding runner for 2 hours until all ssh sessions have logged out 2025-09-07T09:14:57.3773862Z ##[group]Run # ignore expansion of "docker ps -q" since it could be empty 2025-09-07T09:14:57.3774281Z # ignore expansion of "docker ps -q" since it could be empty 2025-09-07T09:14:57.3774598Z # shellcheck disable=SC2046 2025-09-07T09:14:57.3774849Z docker stop $(docker ps -q) || true 2025-09-07T09:14:57.3775088Z # Prune all of the docker images 2025-09-07T09:14:57.3775315Z docker system prune -af 2025-09-07T09:14:57.3781500Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T09:14:57.3781777Z env: 2025-09-07T09:14:57.3781932Z GIT_DEFAULT_BRANCH: main 2025-09-07T09:14:57.3782192Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-09-07T09:14:57.3782594Z DOCKER_CONTAINER_ID: 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:14:57.3782941Z DEVICE_NAME: 2025-09-07T09:14:57.3783105Z DEVICE_TYPE: 2025-09-07T09:14:57.3783257Z ##[endgroup] 2025-09-07T09:15:14.9270464Z 588444027cc4 2025-09-07T09:15:20.9325560Z Deleted Containers: 2025-09-07T09:15:20.9326031Z 588444027cc425d867f8db2e3412b4b42dd3b108225b819883de18ddd655c97e 2025-09-07T09:15:20.9326442Z 2025-09-07T09:15:32.2423996Z Deleted Images: 2025-09-07T09:15:32.2424804Z untagged: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-ae53c6842aa4c2407d0ad976491ca941c2635c77 2025-09-07T09:15:32.2425965Z untagged: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image@sha256:fa92d2f7dda90b7eac9d79223921e99d644e89de73a02ae481e87b488594fe42 2025-09-07T09:15:32.2426805Z deleted: sha256:f8f2d64b393bcd347b6dd63de52d553d7f1e72ca0f076e03ec969afa0eb981cd 2025-09-07T09:15:32.2427392Z deleted: sha256:82d3d630112d45bcedb46e762632e219a7e3e4a3ac3a1f071de668afa3cabd19 2025-09-07T09:15:32.2427936Z deleted: sha256:76e37ce9c81e01f848e8625a28fa177577217b19253604e944bb82ff0c0dcdf1 2025-09-07T09:15:32.2428471Z deleted: sha256:1b4043e88b9e5acef6777507550f2dda85f1d578cc231efd713236399fc7a8c9 2025-09-07T09:15:32.2429013Z deleted: sha256:c8e173cc2080c2a2ec27791613a1258bb820b62d0d06a0ea86fba4a489ded3f8 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2025-09-07T09:15:32.7760423Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-09-07T09:15:32.7829214Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-09-07T09:15:32.7899255Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-09-07T09:15:32.7975483Z Entering 'third_party/pocketfft' 2025-09-07T09:15:32.8035656Z Entering 'third_party/protobuf' 2025-09-07T09:15:32.8096614Z Entering 'third_party/protobuf/third_party/benchmark' 2025-09-07T09:15:32.8155133Z Entering 'third_party/protobuf/third_party/googletest' 2025-09-07T09:15:32.8221283Z Entering 'third_party/psimd' 2025-09-07T09:15:32.8281521Z Entering 'third_party/pthreadpool' 2025-09-07T09:15:32.8341645Z Entering 'third_party/pybind11' 2025-09-07T09:15:32.8402129Z Entering 'third_party/python-peachpy' 2025-09-07T09:15:32.8463867Z Entering 'third_party/sleef' 2025-09-07T09:15:32.8524392Z Entering 'third_party/tensorpipe' 2025-09-07T09:15:32.8585469Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-09-07T09:15:32.8647761Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-09-07T09:15:32.8705248Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-09-07T09:15:32.8764988Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-09-07T09:15:32.8822622Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-09-07T09:15:32.8915416Z [command]/usr/bin/git config --local --name-only --get-regexp http\.https\:\/\/github\.com\/\.extraheader 2025-09-07T09:15:32.8935397Z http.https://github.com/.extraheader 2025-09-07T09:15:32.8944871Z [command]/usr/bin/git config --local --unset-all http.https://github.com/.extraheader 2025-09-07T09:15:32.8974952Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'http\.https\:\/\/github\.com\/\.extraheader' && git config --local --unset-all 'http.https://github.com/.extraheader' || :" 2025-09-07T09:15:32.9278428Z Entering 'android/libs/fbjni' 2025-09-07T09:15:32.9316623Z http.https://github.com/.extraheader 2025-09-07T09:15:32.9354833Z Entering 'third_party/FP16' 2025-09-07T09:15:32.9394096Z http.https://github.com/.extraheader 2025-09-07T09:15:32.9434016Z Entering 'third_party/FXdiv' 2025-09-07T09:15:32.9473966Z http.https://github.com/.extraheader 2025-09-07T09:15:32.9515343Z Entering 'third_party/NNPACK' 2025-09-07T09:15:32.9554734Z http.https://github.com/.extraheader 2025-09-07T09:15:32.9596810Z Entering 'third_party/NVTX' 2025-09-07T09:15:32.9635596Z http.https://github.com/.extraheader 2025-09-07T09:15:32.9672540Z Entering 'third_party/VulkanMemoryAllocator' 2025-09-07T09:15:32.9711864Z http.https://github.com/.extraheader 2025-09-07T09:15:32.9747541Z Entering 'third_party/XNNPACK' 2025-09-07T09:15:32.9785854Z http.https://github.com/.extraheader 2025-09-07T09:15:32.9837029Z Entering 'third_party/aiter' 2025-09-07T09:15:32.9875348Z http.https://github.com/.extraheader 2025-09-07T09:15:32.9914264Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-09-07T09:15:32.9952920Z http.https://github.com/.extraheader 2025-09-07T09:15:33.0000666Z Entering 'third_party/benchmark' 2025-09-07T09:15:33.0041370Z http.https://github.com/.extraheader 2025-09-07T09:15:33.0077715Z Entering 'third_party/composable_kernel' 2025-09-07T09:15:33.0116365Z http.https://github.com/.extraheader 2025-09-07T09:15:33.0161635Z Entering 'third_party/cpp-httplib' 2025-09-07T09:15:33.0200892Z http.https://github.com/.extraheader 2025-09-07T09:15:33.0237728Z Entering 'third_party/cpuinfo' 2025-09-07T09:15:33.0275681Z http.https://github.com/.extraheader 2025-09-07T09:15:33.0314691Z Entering 'third_party/cudnn_frontend' 2025-09-07T09:15:33.0353796Z http.https://github.com/.extraheader 2025-09-07T09:15:33.0392578Z Entering 'third_party/cutlass' 2025-09-07T09:15:33.0431245Z http.https://github.com/.extraheader 2025-09-07T09:15:33.0476844Z Entering 'third_party/fbgemm' 2025-09-07T09:15:33.0521160Z http.https://github.com/.extraheader 2025-09-07T09:15:33.0558819Z Entering 'third_party/fbgemm/external/asmjit' 2025-09-07T09:15:33.0596470Z http.https://github.com/.extraheader 2025-09-07T09:15:33.0634916Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-09-07T09:15:33.0673694Z http.https://github.com/.extraheader 2025-09-07T09:15:33.0718860Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-09-07T09:15:33.0756364Z http.https://github.com/.extraheader 2025-09-07T09:15:33.0794040Z Entering 'third_party/fbgemm/external/cutlass' 2025-09-07T09:15:33.0832367Z http.https://github.com/.extraheader 2025-09-07T09:15:33.0880427Z Entering 'third_party/fbgemm/external/googletest' 2025-09-07T09:15:33.0918278Z http.https://github.com/.extraheader 2025-09-07T09:15:33.0955939Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-09-07T09:15:33.0994286Z http.https://github.com/.extraheader 2025-09-07T09:15:33.1033061Z Entering 'third_party/fbgemm/external/json' 2025-09-07T09:15:33.1071035Z http.https://github.com/.extraheader 2025-09-07T09:15:33.1111906Z Entering 'third_party/flash-attention' 2025-09-07T09:15:33.1150488Z http.https://github.com/.extraheader 2025-09-07T09:15:33.1186963Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-09-07T09:15:33.1225251Z http.https://github.com/.extraheader 2025-09-07T09:15:33.1272442Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-09-07T09:15:33.1310798Z http.https://github.com/.extraheader 2025-09-07T09:15:33.1356548Z Entering 'third_party/flatbuffers' 2025-09-07T09:15:33.1399178Z http.https://github.com/.extraheader 2025-09-07T09:15:33.1438897Z Entering 'third_party/fmt' 2025-09-07T09:15:33.1482007Z http.https://github.com/.extraheader 2025-09-07T09:15:33.1519283Z Entering 'third_party/gemmlowp/gemmlowp' 2025-09-07T09:15:33.1560482Z http.https://github.com/.extraheader 2025-09-07T09:15:33.1596933Z Entering 'third_party/gloo' 2025-09-07T09:15:33.1635226Z http.https://github.com/.extraheader 2025-09-07T09:15:33.1674050Z Entering 'third_party/googletest' 2025-09-07T09:15:33.1714510Z http.https://github.com/.extraheader 2025-09-07T09:15:33.1753164Z Entering 'third_party/ideep' 2025-09-07T09:15:33.1791074Z http.https://github.com/.extraheader 2025-09-07T09:15:33.1826092Z Entering 'third_party/ideep/mkl-dnn' 2025-09-07T09:15:33.1864000Z http.https://github.com/.extraheader 2025-09-07T09:15:33.1912770Z Entering 'third_party/ittapi' 2025-09-07T09:15:33.1950970Z http.https://github.com/.extraheader 2025-09-07T09:15:33.1987526Z Entering 'third_party/kineto' 2025-09-07T09:15:33.2027416Z http.https://github.com/.extraheader 2025-09-07T09:15:33.2064666Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-09-07T09:15:33.2102308Z http.https://github.com/.extraheader 2025-09-07T09:15:33.2137743Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-09-07T09:15:33.2175762Z http.https://github.com/.extraheader 2025-09-07T09:15:33.2216815Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-09-07T09:15:33.2255129Z http.https://github.com/.extraheader 2025-09-07T09:15:33.2294817Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-09-07T09:15:33.2333552Z http.https://github.com/.extraheader 2025-09-07T09:15:33.2373169Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-09-07T09:15:33.2412206Z http.https://github.com/.extraheader 2025-09-07T09:15:33.2447249Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-09-07T09:15:33.2485695Z http.https://github.com/.extraheader 2025-09-07T09:15:33.2527479Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-09-07T09:15:33.2565626Z http.https://github.com/.extraheader 2025-09-07T09:15:33.2604222Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-09-07T09:15:33.2642684Z http.https://github.com/.extraheader 2025-09-07T09:15:33.2684023Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-09-07T09:15:33.2722400Z http.https://github.com/.extraheader 2025-09-07T09:15:33.2763066Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-09-07T09:15:33.2801129Z http.https://github.com/.extraheader 2025-09-07T09:15:33.2839785Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-09-07T09:15:33.2880405Z http.https://github.com/.extraheader 2025-09-07T09:15:33.2917618Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-09-07T09:15:33.2955195Z http.https://github.com/.extraheader 2025-09-07T09:15:33.2996382Z Entering 'third_party/kleidiai' 2025-09-07T09:15:33.3039742Z http.https://github.com/.extraheader 2025-09-07T09:15:33.3076598Z Entering 'third_party/mimalloc' 2025-09-07T09:15:33.3115782Z http.https://github.com/.extraheader 2025-09-07T09:15:33.3153663Z Entering 'third_party/nlohmann' 2025-09-07T09:15:33.3193889Z http.https://github.com/.extraheader 2025-09-07T09:15:33.3233964Z Entering 'third_party/onnx' 2025-09-07T09:15:33.3273256Z http.https://github.com/.extraheader 2025-09-07T09:15:33.3324295Z Entering 'third_party/onnx/third_party/pybind11' 2025-09-07T09:15:33.3363430Z http.https://github.com/.extraheader 2025-09-07T09:15:33.3406645Z Entering 'third_party/opentelemetry-cpp' 2025-09-07T09:15:33.3445314Z http.https://github.com/.extraheader 2025-09-07T09:15:33.3484476Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-09-07T09:15:33.3523766Z http.https://github.com/.extraheader 2025-09-07T09:15:33.3565005Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-09-07T09:15:33.3602549Z http.https://github.com/.extraheader 2025-09-07T09:15:33.3639460Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-09-07T09:15:33.3676265Z http.https://github.com/.extraheader 2025-09-07T09:15:33.3714819Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-09-07T09:15:33.3751919Z http.https://github.com/.extraheader 2025-09-07T09:15:33.3789125Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-09-07T09:15:33.3826510Z http.https://github.com/.extraheader 2025-09-07T09:15:33.3863808Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-09-07T09:15:33.3901393Z http.https://github.com/.extraheader 2025-09-07T09:15:33.3937999Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-09-07T09:15:33.3975403Z http.https://github.com/.extraheader 2025-09-07T09:15:33.4013325Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-09-07T09:15:33.4050880Z http.https://github.com/.extraheader 2025-09-07T09:15:33.4089364Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-09-07T09:15:33.4127141Z http.https://github.com/.extraheader 2025-09-07T09:15:33.4169907Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-09-07T09:15:33.4208729Z http.https://github.com/.extraheader 2025-09-07T09:15:33.4263793Z Entering 'third_party/pocketfft' 2025-09-07T09:15:33.4303420Z http.https://github.com/.extraheader 2025-09-07T09:15:33.4338237Z Entering 'third_party/protobuf' 2025-09-07T09:15:33.4376459Z http.https://github.com/.extraheader 2025-09-07T09:15:33.4415304Z Entering 'third_party/protobuf/third_party/benchmark' 2025-09-07T09:15:33.4453758Z http.https://github.com/.extraheader 2025-09-07T09:15:33.4496037Z Entering 'third_party/protobuf/third_party/googletest' 2025-09-07T09:15:33.4534145Z http.https://github.com/.extraheader 2025-09-07T09:15:33.4575469Z Entering 'third_party/psimd' 2025-09-07T09:15:33.4615308Z http.https://github.com/.extraheader 2025-09-07T09:15:33.4653427Z Entering 'third_party/pthreadpool' 2025-09-07T09:15:33.4691572Z http.https://github.com/.extraheader 2025-09-07T09:15:33.4728431Z Entering 'third_party/pybind11' 2025-09-07T09:15:33.4770266Z http.https://github.com/.extraheader 2025-09-07T09:15:33.4807393Z Entering 'third_party/python-peachpy' 2025-09-07T09:15:33.4845919Z http.https://github.com/.extraheader 2025-09-07T09:15:33.4883672Z Entering 'third_party/sleef' 2025-09-07T09:15:33.4923302Z http.https://github.com/.extraheader 2025-09-07T09:15:33.4967633Z Entering 'third_party/tensorpipe' 2025-09-07T09:15:33.5007953Z http.https://github.com/.extraheader 2025-09-07T09:15:33.5044892Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-09-07T09:15:33.5085076Z http.https://github.com/.extraheader 2025-09-07T09:15:33.5123121Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-09-07T09:15:33.5160845Z http.https://github.com/.extraheader 2025-09-07T09:15:33.5196746Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-09-07T09:15:33.5235731Z http.https://github.com/.extraheader 2025-09-07T09:15:33.5273947Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-09-07T09:15:33.5314334Z http.https://github.com/.extraheader 2025-09-07T09:15:33.5351244Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-09-07T09:15:33.5387820Z http.https://github.com/.extraheader 2025-09-07T09:15:33.5526839Z A job completed hook has been configured by the self-hosted runner administrator 2025-09-07T09:15:33.5554355Z ##[group]Run '/home/ec2-user/runner-scripts/after_job.sh' 2025-09-07T09:15:33.5560276Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-09-07T09:15:33.5560570Z ##[endgroup] 2025-09-07T09:15:40.2572720Z Cleaning up orphan processes